Ottema Open Models
Collection
Open AI models for Brazilian Portuguese extraction, reliable agents, and edge ASR. Apache-2.0. • 11 items • Updated
input stringlengths 170 4.38k | target stringlengths 11 500 | corruption_type stringclasses 28
values | schema dict | invalid_json stringlengths 2 1.02k | error stringlengths 21 156 | target_json stringlengths 11 500 |
|---|---|---|---|---|---|---|
TASK repair_structured_output
SPEC
FIELD role.email TYPE boolean REQUIRED no
FIELD role.count TYPE string_uri REQUIRED no
FIELD role.company.department TYPE integer REQUIRED no
FIELD role.company.wavelength TYPE string REQUIRED no
FIELD role.company.transaction_id TYPE string VALUES mode_a|mode_b REQUIRED no
FIELD rol... | {"role":{"email":true,"company":{"department":68,"wavelength":"test@example.com","discount":"London","title":[false,false,true,false],"enabled":["https://data.io/api","https://www.com/v1","https://data.com/v1"]}},"weight":{"price":160.06,"color":"2024-01-15","rating":"https://data.io/api","longitude":null,"discount":"b... | agent_chain | {
"type": "object",
"properties": {
"role": {
"type": "object",
"properties": {
"email": {
"type": "boolean"
},
"count": {
"type": "string",
"format": "uri"
},
"company": {
"type": "object",
"properties": {
... | Let me check the system.
Action: search
Result: {"weight": {"price": 160.06, "color": "2024-01-15", "rating": "https://data.io/api", "longitude": null, "discount": "baz"}, "annotation": 567}
I'll query our database.
Action: calculate_price
Result: | Agent multi-step chain with truncated tool output | {"role":{"email":true,"company":{"department":68,"wavelength":"test@example.com","discount":"London","title":[false,false,true,false],"enabled":["https://data.io/api","https://www.com/v1","https://data.com/v1"]}},"weight":{"price":160.06,"color":"2024-01-15","rating":"https://data.io/api","longitude":null,"discount":"b... |
TASK repair_structured_output
SPEC
FIELD val_q28 TYPE string REQUIRED no
FIELD param_u48 TYPE boolean REQUIRED yes
FIELD prop_e52 TYPE string VALUES small|medium|large|xl REQUIRED no
FIELD field_t57 TYPE integer REQUIRED no
FIELD field_d54 TYPE integer REQUIRED no
FIELD prop_b39 TYPE number REQUIRED no
FIELD param_c71... | {"val_q28":"Hapag-Lloyd-Express","param_u48":false,"field_t57":197,"field_d54":460,"prop_b39":183.57,"param_c71":{"prop_c05":75.48,"param_q34":828,"dim_g82":"PASS"},"attr_e78":52} | partial_structure | {
"type": "object",
"properties": {
"val_q28": {
"type": "string"
},
"param_u48": {
"type": "boolean"
},
"prop_e52": {
"type": "string",
"enum": [
"small",
"medium",
"large",
"xl"
]
},
"field_t57": {
"type": "integer"
... | The prop_b39 is 183.57 and {"val_q28":"Hapag-Lloyd-Express","param_u48":false,"field_t57":197,"field_d54":460,"prop_b39":183.57,"param_c71":{"prop_c05":75.48,"param_q34":828,"dim_g82":"PASS"},"attr_e78":52} | Output mixes natural language with JSON | {"val_q28":"Hapag-Lloyd-Express","param_u48":false,"field_t57":197,"field_d54":460,"prop_b39":183.57,"param_c71":{"prop_c05":75.48,"param_q34":828,"dim_g82":"PASS"},"attr_e78":52} |
TASK repair_structured_output
SPEC
FIELD visible TYPE string REQUIRED yes
FIELD voltage TYPE string REQUIRED yes
FIELD run_id TYPE string VALUES single|married|divorced REQUIRED yes
FIELD yield_pct TYPE string VALUES email|phone|sms|push REQUIRED yes
BROKEN_OUTPUT
I need to look up the information first.
<tool_call n... | {"visible":"Bob","voltage":"user@domain.com","run_id":"divorced","yield_pct":"email"} | tool_call_text_mix | {
"type": "object",
"properties": {
"visible": {
"type": "string"
},
"voltage": {
"type": "string"
},
"run_id": {
"type": "string",
"enum": [
"single",
"married",
"divorced"
]
},
"yield_pct": {
"type": "string",
"enum": [
... | I need to look up the information first.
<tool_call name="query_port_status">
{"visible":"Bob","voltage":"user@domain.com","run_id":"divorced","yield_pct":"email"}
</tool_call.
The result is ready. | Agent response mixes reasoning text with tool call | {"visible":"Bob","voltage":"user@domain.com","run_id":"divorced","yield_pct":"email"} |
TASK repair_structured_output
SPEC
FIELD enabled TYPE string REQUIRED no
FIELD id TYPE integer REQUIRED no
FIELD gene_id TYPE boolean REQUIRED no
FIELD price.lab_result TYPE string VALUES operational|degraded|offline|maintenance REQUIRED yes
FIELD price.chromosome TYPE string VALUES admin|editor|viewer REQUIRED no
FIE... | {"enabled":"FWD","id":955,"gene_id":true,"price":{"lab_result":"operational","fleet_number":"2022-10-07T22:21:00Z","step":634.27,"full_name":"high","paragraph":"example","language":null},"values":"PASS","product_id":"low","interest_rate":95} | partial_structure | {
"type": "object",
"properties": {
"enabled": {
"type": "string"
},
"id": {
"type": "integer"
},
"gene_id": {
"type": "boolean"
},
"price": {
"type": "object",
"properties": {
"lab_result": {
"type": "string",
"enum": [
... | I found that price should be {'lab_result': 'operational', 'fleet_number': '2022-10-07T22:21:00Z', 'step': 634.27, 'full_name': 'high', 'paragraph': 'example', 'language': None}. {"enabled":"FWD","id":955,"gene_id":true,"price":{"lab_result":"operational","fleet_number":"2022-10-07T22:21:00Z","step":634.27,"full_name":... | Output mixes natural language with JSON | {"enabled":"FWD","id":955,"gene_id":true,"price":{"lab_result":"operational","fleet_number":"2022-10-07T22:21:00Z","step":634.27,"full_name":"high","paragraph":"example","language":null},"values":"PASS","product_id":"low","interest_rate":95} |
TASK repair_structured_output
SPEC
FIELD val_f78 TYPE string VALUES red|blue|green|black|white REQUIRED no
FIELD col_r01.col_z34 TYPE string VALUES type_a|type_b REQUIRED no
FIELD col_r01.attr_z16 TYPE string VALUES mode_a|mode_b|mode_c|mode_d|mode_e|mode_f REQUIRED yes
FIELD col_r01.field_p33 TYPE string_uri REQUIRED... | {"val_f78":"black","param_w28":"London","field_l98":453,"attr_n20":675.65,"val_l05":"chr1"} | extra_text_after | {
"type": "object",
"properties": {
"val_f78": {
"type": "string",
"enum": [
"red",
"blue",
"green",
"black",
"white"
]
},
"col_r01": {
"type": "object",
"properties": {
"col_z34": {
"type": "string",
"enum... | {"val_f78":"black","param_w28":"London","field_l98":453,"attr_n20":675.65,"val_l05":"chr1"}
Data logged successfully. | Output contains non-JSON text after the object | {"val_f78":"black","param_w28":"London","field_l98":453,"attr_n20":675.65,"val_l05":"chr1"} |
TASK repair_structured_output
SPEC
FIELD key_c34 TYPE string VALUES pending_review|confirmed|rejected|escalated REQUIRED no
FIELD prop_z32 TYPE number REQUIRED no
FIELD field_b37 TYPE boolean REQUIRED no
FIELD param_o69 TYPE string VALUES open|in_progress|resolved|closed REQUIRED yes
FIELD prop_w67 TYPE number REQUIRE... | {"key_c34":"escalated","field_b37":true,"param_o69":"closed","prop_w67":751.79,"param_y63":"unstable"} | tool_call_python_syntax | {
"type": "object",
"properties": {
"key_c34": {
"type": "string",
"enum": [
"pending_review",
"confirmed",
"rejected",
"escalated"
]
},
"prop_z32": {
"type": "number"
},
"field_b37": {
"type": "boolean"
},
"param_o69": {
... | fetch_lab_result(key_c34='escalated', field_b37=True, param_o69='closed', prop_w67=751.79, param_y63='unstable') | Tool call uses Python syntax instead of JSON | {"key_c34":"escalated","field_b37":true,"param_o69":"closed","prop_w67":751.79,"param_y63":"unstable"} |
TASK repair_structured_output
SPEC
FIELD val_h45 TYPE string REQUIRED yes
FIELD key_r12 TYPE integer REQUIRED no
FIELD attr_h62 TYPE boolean REQUIRED yes
BROKEN_OUTPUT
I need to look up the information first.
Action: verify_hazmat_compliance
Result: {"val_h45": "REV", "attr_h62": true}
I'll query our database.
Actio... | {"val_h45":"REV","key_r12":927,"attr_h62":true} | agent_chain | {
"type": "object",
"properties": {
"val_h45": {
"type": "string"
},
"key_r12": {
"type": "integer"
},
"attr_h62": {
"type": "boolean"
}
},
"required": [
"val_h45",
"attr_h62"
]
} | I need to look up the information first.
Action: verify_hazmat_compliance
Result: {"val_h45": "REV", "attr_h62": true}
I'll query our database.
Action: annotate_mutation
Result: | Agent multi-step chain with truncated tool output | {"val_h45":"REV","key_r12":927,"attr_h62":true} |
TASK repair_structured_output
SPEC
FIELD strand.annotation TYPE string VALUES new|in_transit|delivered|returned REQUIRED no
FIELD strand.torque_output TYPE string REQUIRED no
FIELD strand.visible TYPE string REQUIRED no
FIELD strand.isotope TYPE string REQUIRED yes
FIELD strand.start_date TYPE string REQUIRED no
FIELD... | {"strand":{"annotation":"in_transit","torque_output":"GRCh38","visible":"A short description.","isotope":"2024-01-15","filter_flag":"berthed","status":{"consignee":"test@example.com","role":"bar","span_id":["PASS"]}},"patient_id":420.11,"collateral":502,"department":"open","run_id":"Berlin","total":false} | tool_call_bad_format | {
"type": "object",
"properties": {
"strand": {
"type": "object",
"properties": {
"annotation": {
"type": "string",
"enum": [
"new",
"in_transit",
"delivered",
"returned"
]
},
"torque_output": {
... | <functioncall> transfer_call
{strand: {annotation: "in_transit", torque_output: "GRCh38", visible: "A short description.", isotope: "2024-01-15", filter_flag: "berthed", status: {consignee: "test@example.com", role: "bar", span_id: ["PASS"]}}, patient_id: 420.11, collateral: 502, department: "open", run_id: "Berlin", t... | Tool call has malformed arguments — unquoted keys in function parameters | {"strand":{"annotation":"in_transit","torque_output":"GRCh38","visible":"A short description.","isotope":"2024-01-15","filter_flag":"berthed","status":{"consignee":"test@example.com","role":"bar","span_id":["PASS"]}},"patient_id":420.11,"collateral":502,"department":"open","run_id":"Berlin","total":false} |
TASK repair_structured_output
SPEC
FIELD dim_o69 TYPE string VALUES single|married|divorced REQUIRED no
FIELD val_k31 TYPE string VALUES free|basic|pro|enterprise REQUIRED no
FIELD val_o37 TYPE integer REQUIRED no
FIELD col_k07 TYPE boolean REQUIRED no
FIELD key_f73 TYPE string VALUES coastal|oceanic|inland|arctic REQ... | {"val_k31":"enterprise","val_o37":777,"col_k07":false,"key_f73":"arctic"} | extra_field | {
"type": "object",
"properties": {
"dim_o69": {
"type": "string",
"enum": [
"single",
"married",
"divorced"
]
},
"val_k31": {
"type": "string",
"enum": [
"free",
"basic",
"pro",
"enterprise"
]
},
"val_o3... | {"val_k31": "enterprise", "val_o37": 777, "col_k07": false, "key_f73": "arctic", "extra_field_1525": 42} | Unknown field 'extra_field_1525' not defined in schema | {"val_k31":"enterprise","val_o37":777,"col_k07":false,"key_f73":"arctic"} |
TASK repair_structured_output
SPEC
FIELD key_p88 TYPE string REQUIRED no
FIELD key_n85 TYPE string REQUIRED no
FIELD key_w74 TYPE integer REQUIRED no
FIELD val_i31 TYPE boolean REQUIRED no
FIELD prop_k18 TYPE string REQUIRED yes
FIELD attr_g37 TYPE number REQUIRED no
FIELD val_x98 TYPE boolean REQUIRED no
FIELD val_d3... | {"key_n85":"FWD","key_w74":504,"val_i31":true,"prop_k18":"Johnson","attr_g37":562.88,"val_x98":true,"val_d34":764.46} | markdown_explanation | {
"type": "object",
"properties": {
"key_p88": {
"type": "string"
},
"key_n85": {
"type": "string"
},
"key_w74": {
"type": "integer"
},
"val_i31": {
"type": "boolean"
},
"prop_k18": {
"type": "string"
},
"attr_g37": {
"type": "number"
... | Here is the response in the requested format:
```json
{"key_n85":"FWD","key_w74":504,"val_i31":true,"prop_k18":"Johnson","attr_g37":562.88,"val_x98":true,"val_d34":764.46}
```
Analysis finished. | Output contains markdown and explanatory text around JSON | {"key_n85":"FWD","key_w74":504,"val_i31":true,"prop_k18":"Johnson","attr_g37":562.88,"val_x98":true,"val_d34":764.46} |
TASK repair_structured_output
SPEC
FIELD conductivity TYPE boolean REQUIRED yes
FIELD feedback TYPE string_email REQUIRED no
FIELD transaction_id TYPE null REQUIRED no
FIELD ph_level TYPE integer REQUIRED no
FIELD subject.language TYPE string REQUIRED no
FIELD subject.verified TYPE string_date-time REQUIRED yes
FIELD ... | {"conductivity":false,"transaction_id":null,"ph_level":235,"subject":{"verified":"2026-10-19T00:48:00Z","medication":"A short description.","age":{"transaction_id":"RTG-04","first_name":"unstable","pressure_kpa":false}}} | missing_bracket | {
"type": "object",
"properties": {
"conductivity": {
"type": "boolean"
},
"feedback": {
"type": "string",
"format": "email"
},
"transaction_id": {
"type": "null"
},
"ph_level": {
"type": "integer"
},
"subject": {
"type": "object",
"prope... | {"conductivity":false,"transaction_id":null,"ph_level":235,"subject":{"verified":"2026-10-19T00:48:00Z","medication":"A short description.","age":{"transaction_id":"RTG-04","first_name":"unstable","pressure_kpa":false}}} | Missing closing bracket | {"conductivity":false,"transaction_id":null,"ph_level":235,"subject":{"verified":"2026-10-19T00:48:00Z","medication":"A short description.","age":{"transaction_id":"RTG-04","first_name":"unstable","pressure_kpa":false}}} |
TASK repair_structured_output
SPEC
FIELD param_p56 TYPE string VALUES coastal|oceanic|inland|arctic REQUIRED yes
FIELD key_k12 TYPE number REQUIRED yes
FIELD key_n74 TYPE string REQUIRED no
FIELD col_y80 TYPE number REQUIRED no
FIELD dim_c54 TYPE null REQUIRED no
FIELD key_d68 TYPE number REQUIRED no
BROKEN_OUTPUT
Th... | {"param_p56":"inland","key_k12":549.26,"col_y80":698.27,"dim_c54":null} | markdown_explanation | {
"type": "object",
"properties": {
"param_p56": {
"type": "string",
"enum": [
"coastal",
"oceanic",
"inland",
"arctic"
]
},
"key_k12": {
"type": "number"
},
"key_n74": {
"type": "string"
},
"col_y80": {
"type": "number"... | The instrument reported:
```json
{"param_p56":"inland","key_k12":549.26,"col_y80":698.27,"dim_c54":null}
```
Hope this helps! | Output contains markdown and explanatory text around JSON | {"param_p56":"inland","key_k12":549.26,"col_y80":698.27,"dim_c54":null} |
TASK repair_structured_output
SPEC
FIELD voltage TYPE string VALUES cat_a|cat_b|cat_c|cat_d REQUIRED yes
FIELD count TYPE integer REQUIRED no
FIELD role TYPE number REQUIRED no
FIELD length TYPE string REQUIRED yes
FIELD half_life TYPE boolean REQUIRED no
FIELD size.berth_slot TYPE string VALUES level_1|level_2|level_... | {"voltage":"cat_a","count":468,"role":144.24,"length":"https://example.com","size":{"berth_slot":"level_3","organism":338.62,"version":"2025-02-28T10:54:00Z","name":691,"feedback":"mode_d"},"trace_id":"London"} | partial_structure | {
"type": "object",
"properties": {
"voltage": {
"type": "string",
"enum": [
"cat_a",
"cat_b",
"cat_c",
"cat_d"
]
},
"count": {
"type": "integer"
},
"role": {
"type": "number"
},
"length": {
"type": "string"
},
"... | Based on the data, trace_id is London. {"voltage":"cat_a","count":468,"role":144.24,"length":"https://example.com","size":{"berth_slot":"level_3","organism":338.62,"version":"2025-02-28T10:54:00Z","name":691,"feedback":"mode_d"},"trace_id":"London"} | Output mixes natural language with JSON | {"voltage":"cat_a","count":468,"role":144.24,"length":"https://example.com","size":{"berth_slot":"level_3","organism":338.62,"version":"2025-02-28T10:54:00Z","name":691,"feedback":"mode_d"},"trace_id":"London"} |
TASK repair_structured_output
SPEC
FIELD commit_hash.rating TYPE string VALUES level_1|level_2|level_3|level_4|level_5 REQUIRED no
FIELD commit_hash.conductivity TYPE string VALUES cat_a|cat_b|cat_c|cat_d|cat_e REQUIRED no
FIELD commit_hash.visible TYPE string_email REQUIRED no
FIELD commit_hash.feedback TYPE string R... | {"commit_hash":{"visible":"info@test.io","feedback":"PASS","email":"Paris","vessel_name":381.42,"id":false},"shipping":null,"position":null} | missing_brace | {
"type": "object",
"properties": {
"commit_hash": {
"type": "object",
"properties": {
"rating": {
"type": "string",
"enum": [
"level_1",
"level_2",
"level_3",
"level_4",
"level_5"
]
},
... | "commit_hash":{"visible":"info@test.io","feedback":"PASS","email":"Paris","vessel_name":381.42,"id":false},"shipping":null,"position":null} | Missing closing brace | {"commit_hash":{"visible":"info@test.io","feedback":"PASS","email":"Paris","vessel_name":381.42,"id":false},"shipping":null,"position":null} |
TASK repair_structured_output
SPEC
FIELD lab_result TYPE string_date-time REQUIRED yes
FIELD country TYPE string REQUIRED no
FIELD loan_amount TYPE string REQUIRED yes
BROKEN_OUTPUT
{"lab_result": "2025-02-21T20:02:00", "country": "completed", "loan_amount": "Alice"} | {"lab_result":"2025-02-21T20:02:00Z","country":"completed","loan_amount":"Alice"} | date_format_error | {
"type": "object",
"properties": {
"lab_result": {
"type": "string",
"format": "date-time"
},
"country": {
"type": "string"
},
"loan_amount": {
"type": "string"
}
},
"required": [
"loan_amount",
"lab_result"
]
} | {"lab_result": "2025-02-21T20:02:00", "country": "completed", "loan_amount": "Alice"} | Field 'lab_result' has invalid date format | {"lab_result":"2025-02-21T20:02:00Z","country":"completed","loan_amount":"Alice"} |
TASK repair_structured_output
SPEC
FIELD key_v86 TYPE string VALUES low|medium|high|critical REQUIRED yes
FIELD attr_n17 TYPE null REQUIRED yes
FIELD col_i05.field_b53 TYPE string VALUES mode_a|mode_b|mode_c REQUIRED yes
FIELD col_i05.attr_z93 TYPE boolean REQUIRED no
FIELD col_i05.param_y83 TYPE string_date-time REQU... | {"key_v86":"low","attr_n17":null,"col_i05":{"field_b53":"mode_b","param_y83":"2020-08-23T14:04:00Z","field_i22":152,"val_z21":true,"field_e05":126.28,"prop_s50":"user@domain.com"}} | synonym_enum | {
"type": "object",
"properties": {
"key_v86": {
"type": "string",
"enum": [
"low",
"medium",
"high",
"critical"
]
},
"attr_n17": {
"type": "null"
},
"col_i05": {
"type": "object",
"properties": {
"field_b53": {
... | {"key_v86": "small", "attr_n17": null, "col_i05": {"field_b53": "mode_b", "param_y83": "2020-08-23T14:04:00Z", "field_i22": 152, "val_z21": true, "field_e05": 126.28, "prop_s50": "user@domain.com"}} | Field 'key_v86' has synonym 'small' instead of valid enum value | {"key_v86":"low","attr_n17":null,"col_i05":{"field_b53":"mode_b","param_y83":"2020-08-23T14:04:00Z","field_i22":152,"val_z21":true,"field_e05":126.28,"prop_s50":"user@domain.com"}} |
TASK repair_structured_output
SPEC
FIELD collateral TYPE number REQUIRED no
FIELD turbidity TYPE string VALUES berthed|anchored|underway|moored REQUIRED no
FIELD rating TYPE integer REQUIRED yes
FIELD length TYPE number REQUIRED no
FIELD duration_ms.score TYPE string VALUES low|medium|high|critical REQUIRED yes
FIELD ... | {"collateral":278.64,"turbidity":"moored","rating":866,"length":767.45,"duration_ms":{"score":"low","fleet_number":657.86,"ph_level":{"shift_code":"berthed","end_date":185,"dosage":null,"user_id":"https://www.org/api","transaction_id":"Johnson","vital_sign":580,"cargo_type":72,"paragraph":"2023-12-25"}}} | single_quotes | {
"type": "object",
"properties": {
"collateral": {
"type": "number"
},
"turbidity": {
"type": "string",
"enum": [
"berthed",
"anchored",
"underway",
"moored"
]
},
"rating": {
"type": "integer"
},
"length": {
"type": "nu... | {'collateral':278.64,'turbidity':'moored','rating':866,'length':767.45,'duration_ms':{'score':'low','fleet_number':657.86,'ph_level':{'shift_code':'berthed','end_date':185,'dosage':null,'user_id':'https://www.org/api','transaction_id':'Johnson','vital_sign':580,'cargo_type':72,'paragraph':'2023-12-25'}}} | Expecting property name enclosed in double quotes | {"collateral":278.64,"turbidity":"moored","rating":866,"length":767.45,"duration_ms":{"score":"low","fleet_number":657.86,"ph_level":{"shift_code":"berthed","end_date":185,"dosage":null,"user_id":"https://www.org/api","transaction_id":"Johnson","vital_sign":580,"cargo_type":72,"paragraph":"2023-12-25"}}} |
TASK repair_structured_output
SPEC
FIELD dim_k25 TYPE integer REQUIRED yes
FIELD val_x59 TYPE string REQUIRED no
FIELD param_b22 TYPE string_uri REQUIRED no
FIELD field_v14 TYPE number REQUIRED yes
FIELD dim_v67.field_h69 TYPE string VALUES operational|degraded|offline|maintenance REQUIRED yes
FIELD dim_v67.field_a34 ... | {"dim_k25":471,"field_v14":575.8,"dim_v67":{"field_h69":"maintenance","prop_y24":"Maria","val_k10":false,"dim_x62":null}} | wrong_type | {
"type": "object",
"properties": {
"dim_k25": {
"type": "integer"
},
"val_x59": {
"type": "string"
},
"param_b22": {
"type": "string",
"format": "uri"
},
"field_v14": {
"type": "number"
},
"dim_v67": {
"type": "object",
"properties": {
... | {"dim_k25": "\"471\"", "field_v14": 575.8, "dim_v67": {"field_h69": "maintenance", "prop_y24": "Maria", "val_k10": false, "dim_x62": null}} | Field 'dim_k25' must be integer, got string | {"dim_k25":471,"field_v14":575.8,"dim_v67":{"field_h69":"maintenance","prop_y24":"Maria","val_k10":false,"dim_x62":null}} |
TASK repair_structured_output
SPEC
FIELD freight_class TYPE string REQUIRED no
FIELD quantity TYPE string_email REQUIRED no
FIELD dissolved_oxygen TYPE string REQUIRED yes
FIELD height TYPE string REQUIRED no
FIELD currency TYPE string VALUES success|error|warning|info REQUIRED no
FIELD transaction_id TYPE string VALU... | {"quantity":"info@test.io","dissolved_oxygen":"RTG-04","height":"A short description.","transaction_id":"viewer","coverage":false} | extra_text_before | {
"type": "object",
"properties": {
"freight_class": {
"type": "string"
},
"quantity": {
"type": "string",
"format": "email"
},
"dissolved_oxygen": {
"type": "string"
},
"height": {
"type": "string"
},
"currency": {
"type": "string",
"enu... | Below is the JSON object:
{"quantity":"info@test.io","dissolved_oxygen":"RTG-04","height":"A short description.","transaction_id":"viewer","coverage":false} | Output contains non-JSON text before the object | {"quantity":"info@test.io","dissolved_oxygen":"RTG-04","height":"A short description.","transaction_id":"viewer","coverage":false} |
TASK repair_structured_output
SPEC
FIELD field_l81 TYPE string VALUES draft|published|archived REQUIRED yes
FIELD val_o70 TYPE string VALUES free|basic|pro|enterprise REQUIRED yes
FIELD field_l41 TYPE number REQUIRED no
FIELD param_t98 TYPE number REQUIRED no
FIELD col_o98 TYPE string VALUES low|medium|high|critical R... | {"field_l81":"archived","val_o70":"enterprise","param_t98":609.84,"col_o98":"high"} | missing_required | {
"type": "object",
"properties": {
"field_l81": {
"type": "string",
"enum": [
"draft",
"published",
"archived"
]
},
"val_o70": {
"type": "string",
"enum": [
"free",
"basic",
"pro",
"enterprise"
]
},
"fie... | {"field_l81": "archived", "param_t98": 609.84, "col_o98": "high"} | Required field 'val_o70' is missing | {"field_l81":"archived","val_o70":"enterprise","param_t98":609.84,"col_o98":"high"} |
TASK repair_structured_output
SPEC
FIELD trace_id TYPE integer REQUIRED no
FIELD port_code TYPE null REQUIRED yes
FIELD order_id.consignee TYPE string VALUES admin|editor|viewer REQUIRED yes
FIELD order_id.invoice_id TYPE string VALUES reliable|unstable|intermittent REQUIRED no
FIELD order_id.duration_ms TYPE string_e... | {"trace_id":865,"port_code":null,"cargo_type":"https://example.io/api","dosage":618.06,"annotation":612,"bearing":"Silva"} | extra_text_after | {
"type": "object",
"properties": {
"trace_id": {
"type": "integer"
},
"port_code": {
"type": "null"
},
"order_id": {
"type": "object",
"properties": {
"consignee": {
"type": "string",
"enum": [
"admin",
"editor",
... | {"trace_id":865,"port_code":null,"cargo_type":"https://example.io/api","dosage":618.06,"annotation":612,"bearing":"Silva"}
Analysis finished. | Output contains non-JSON text after the object | {"trace_id":865,"port_code":null,"cargo_type":"https://example.io/api","dosage":618.06,"annotation":612,"bearing":"Silva"} |
TASK repair_structured_output
SPEC
FIELD salinity TYPE integer REQUIRED yes
FIELD state TYPE number REQUIRED no
FIELD current_draw TYPE integer REQUIRED no
FIELD hazmat_code TYPE number REQUIRED no
FIELD annotation TYPE integer REQUIRED yes
FIELD format TYPE string VALUES homozygous|heterozygous|hemizygous REQUIRED no... | {"salinity":657,"state":371.27,"annotation":529,"conductivity":"confirmed","credit_score":"medium"} | tool_call_wrong_param | {
"type": "object",
"properties": {
"salinity": {
"type": "integer"
},
"state": {
"type": "number"
},
"current_draw": {
"type": "integer"
},
"hazmat_code": {
"type": "number"
},
"annotation": {
"type": "integer"
},
"format": {
"type": "... | Tool: update_preferences
Params: {"salinity": 657, "state": 371.27, "annotation": 529, "credit_score": "medium", "conductivity_id": "confirmed"} | Agent used wrong parameter name 'conductivity_id' instead of 'conductivity' | {"salinity":657,"state":371.27,"annotation":529,"conductivity":"confirmed","credit_score":"medium"} |
TASK repair_structured_output
SPEC
FIELD zip_code TYPE string VALUES success|error|warning|info REQUIRED no
FIELD throttle_pos.port_code TYPE string VALUES low|medium|high|critical REQUIRED yes
FIELD throttle_pos.website TYPE string REQUIRED yes
FIELD throttle_pos.updated_at TYPE string REQUIRED no
FIELD throttle_pos.... | {"zip_code":"success","umi":"Diana","shift_code":{"interest_rate":{"payment_status":false,"shipper_ref":null,"language":617},"category":"single","commit_hash":{"status_code":false,"branch":"London","weight":102.69,"bed_number":null,"port_code":"completed","created_at":426.17,"state":"Sao Paulo","shipper_ref":"completed... | missing_bracket | {
"type": "object",
"properties": {
"zip_code": {
"type": "string",
"enum": [
"success",
"error",
"warning",
"info"
]
},
"throttle_pos": {
"type": "object",
"properties": {
"port_code": {
"type": "string",
"enum": ... | {"zip_code":"success","umi":"Diana","shift_code":{"interest_rate":{"payment_status":false,"shipper_ref":null,"language":617},"category":"single","commit_hash":{"status_code":false,"branch":"London","weight":102.69,"bed_number":null,"port_code":"completed","created_at":426.17,"state":"Sao Paulo","shipper_ref":"completed... | Missing closing bracket | {"zip_code":"success","umi":"Diana","shift_code":{"interest_rate":{"payment_status":false,"shipper_ref":null,"language":617},"category":"single","commit_hash":{"status_code":false,"branch":"London","weight":102.69,"bed_number":null,"port_code":"completed","created_at":426.17,"state":"Sao Paulo","shipper_ref":"completed... |
TASK repair_structured_output
SPEC
FIELD paragraph TYPE integer REQUIRED yes
FIELD deploy_target.salinity TYPE boolean REQUIRED yes
FIELD deploy_target.phone TYPE string_date-time REQUIRED yes
FIELD deploy_target.start_date TYPE integer REQUIRED no
FIELD deploy_target.product_id[].quality_score TYPE string REQUIRED ye... | {"paragraph":463,"deploy_target":{"salinity":false,"phone":"2020-11-28T10:42:00Z","start_date":67,"product_id":[{"quality_score":"New York","hazmat_code":"PASS","throttle_pos":"2021-12-23T22:40:00Z","fleet_number":361.55},{"quality_score":"world","hazmat_code":"Maria","throttle_pos":"2021-03-08T15:01:00Z","fleet_number... | number_with_unit | {
"type": "object",
"properties": {
"paragraph": {
"type": "integer"
},
"deploy_target": {
"type": "object",
"properties": {
"salinity": {
"type": "boolean"
},
"phone": {
"type": "string",
"format": "date-time"
},
"s... | {"paragraph": "463sec", "deploy_target": {"salinity": false, "phone": "2020-11-28T10:42:00Z", "start_date": 67, "product_id": [{"quality_score": "New York", "hazmat_code": "PASS", "throttle_pos": "2021-12-23T22:40:00Z", "fleet_number": 361.55}, {"quality_score": "world", "hazmat_code": "Maria", "throttle_pos": "2021-03... | Field 'paragraph' must be number, got string with unit | {"paragraph":463,"deploy_target":{"salinity":false,"phone":"2020-11-28T10:42:00Z","start_date":67,"product_id":[{"quality_score":"New York","hazmat_code":"PASS","throttle_pos":"2021-12-23T22:40:00Z","fleet_number":361.55},{"quality_score":"world","hazmat_code":"Maria","throttle_pos":"2021-03-08T15:01:00Z","fleet_number... |
TASK repair_structured_output
SPEC
FIELD param_o78 TYPE string VALUES red|blue|green|black|white REQUIRED no
FIELD key_e89 TYPE string VALUES email|phone|sms|push REQUIRED no
FIELD attr_y26 TYPE integer REQUIRED yes
FIELD field_d82.param_q29.dim_n77 TYPE boolean REQUIRED yes
FIELD field_d82.param_q29.prop_k92 TYPE num... | {"key_e89":"sms","attr_y26":487,"field_d82":{"attr_f99":"Berlin","key_s00":"heterozygous","param_b94":{"dim_h39":"inactive","key_b04":"2026-12-28T22:40:00Z","dim_t74":null,"field_d62":"https://example.com","val_x56":802,"key_b60":true,"prop_l84":"Hapag-Lloyd-Express"},"prop_y96":"Bob","field_p84":170.59,"val_p36":false... | tool_call_wrong_param | {
"type": "object",
"properties": {
"param_o78": {
"type": "string",
"enum": [
"red",
"blue",
"green",
"black",
"white"
]
},
"key_e89": {
"type": "string",
"enum": [
"email",
"phone",
"sms",
"push"
... | Tool: calculate_price
Params: {"attr_y26": 487, "field_d82": {"attr_f99": "Berlin", "key_s00": "heterozygous", "param_b94": {"dim_h39": "inactive", "key_b04": "2026-12-28T22:40:00Z", "dim_t74": null, "field_d62": "https://example.com", "val_x56": 802, "key_b60": true, "prop_l84": "Hapag-Lloyd-Express"}, "prop_y96": "Bo... | Agent used wrong parameter name 'key_e89_id' instead of 'key_e89' | {"key_e89":"sms","attr_y26":487,"field_d82":{"attr_f99":"Berlin","key_s00":"heterozygous","param_b94":{"dim_h39":"inactive","key_b04":"2026-12-28T22:40:00Z","dim_t74":null,"field_d62":"https://example.com","val_x56":802,"key_b60":true,"prop_l84":"Hapag-Lloyd-Express"},"prop_y96":"Bob","field_p84":170.59,"val_p36":false... |
TASK repair_structured_output
SPEC
FIELD col_w36 TYPE boolean REQUIRED yes
FIELD dim_x02 TYPE string_uri REQUIRED yes
FIELD prop_r57 TYPE string_uri REQUIRED no
FIELD col_k27 TYPE integer REQUIRED no
BROKEN_OUTPUT
<functioncall> align_reads
{col_w36: false, dim_x02: "https://www.com/api"} | {"col_w36":false,"dim_x02":"https://www.com/api"} | tool_call_bad_format | {
"type": "object",
"properties": {
"col_w36": {
"type": "boolean"
},
"dim_x02": {
"type": "string",
"format": "uri"
},
"prop_r57": {
"type": "string",
"format": "uri"
},
"col_k27": {
"type": "integer"
}
},
"required": [
"dim_x02",
"col... | <functioncall> align_reads
{col_w36: false, dim_x02: "https://www.com/api"} | Tool call has malformed arguments — unquoted keys in function parameters | {"col_w36":false,"dim_x02":"https://www.com/api"} |
TASK repair_structured_output
SPEC
FIELD val_j19 TYPE string REQUIRED no
FIELD col_m52 TYPE number REQUIRED no
FIELD val_b41 TYPE string REQUIRED yes
FIELD key_o47 TYPE string VALUES mode_a|mode_b|mode_c|mode_d|mode_e REQUIRED no
FIELD prop_g84 TYPE string_date-time REQUIRED no
FIELD val_e19 TYPE null REQUIRED no
FIEL... | {"val_j19":"REV","col_m52":919.63,"val_b41":"REV","key_o47":"mode_d","prop_g84":"2025-05-02T00:19:00Z","val_e19":null,"prop_h08":"Tokyo","prop_u30":false} | extra_text_before | {
"type": "object",
"properties": {
"val_j19": {
"type": "string"
},
"col_m52": {
"type": "number"
},
"val_b41": {
"type": "string"
},
"key_o47": {
"type": "string",
"enum": [
"mode_a",
"mode_b",
"mode_c",
"mode_d",
"m... | Let me provide the data in JSON format:
{"val_j19":"REV","col_m52":919.63,"val_b41":"REV","key_o47":"mode_d","prop_g84":"2025-05-02T00:19:00Z","val_e19":null,"prop_h08":"Tokyo","prop_u30":false} | Output contains non-JSON text before the object | {"val_j19":"REV","col_m52":919.63,"val_b41":"REV","key_o47":"mode_d","prop_g84":"2025-05-02T00:19:00Z","val_e19":null,"prop_h08":"Tokyo","prop_u30":false} |
TASK repair_structured_output
SPEC
FIELD attr_x74 TYPE string VALUES option_a|option_b|option_c REQUIRED no
FIELD attr_a54 TYPE string REQUIRED no
FIELD prop_f96 TYPE string VALUES option_a|option_b|option_c|option_d|option_e|option_f REQUIRED yes
FIELD col_q51 TYPE integer REQUIRED yes
FIELD col_v12 TYPE null REQUIRE... | {"attr_x74":"option_c","prop_f96":"option_c","col_q51":377,"col_v12":null} | truncated_array | {
"type": "object",
"properties": {
"attr_x74": {
"type": "string",
"enum": [
"option_a",
"option_b",
"option_c"
]
},
"attr_a54": {
"type": "string"
},
"prop_f96": {
"type": "string",
"enum": [
"option_a",
"option_b",
... | {"attr_x74":"option_c","prop_f96":"option_c","col_q51":377,"col_v12":null | Unexpected end of JSON input — truncated object | {"attr_x74":"option_c","prop_f96":"option_c","col_q51":377,"col_v12":null} |
TASK repair_structured_output
SPEC
FIELD loan_amount TYPE boolean REQUIRED yes
FIELD shift_code TYPE boolean REQUIRED yes
FIELD temp_celsius.lab_result TYPE string VALUES small|medium|large|xl REQUIRED yes
FIELD temp_celsius.width TYPE string REQUIRED no
FIELD temp_celsius.user_id.account_id TYPE number REQUIRED no
FI... | {"loan_amount":false,"shift_code":true,"temp_celsius":{"lab_result":"medium","user_id":{"count":"maintenance","gene_id":"qux","wavelength":"world","id":"https://api.org/api","amplitude":"option_b","end_date":"sample"}}} | truncated_object | {
"type": "object",
"properties": {
"loan_amount": {
"type": "boolean"
},
"shift_code": {
"type": "boolean"
},
"temp_celsius": {
"type": "object",
"properties": {
"lab_result": {
"type": "string",
"enum": [
"small",
"med... | {"loan_amount":false,"shift_code":true,"temp_celsius":{"lab_result":"medium","user_id":{"count":"maintenance","gene_id":"qux","wavelength":"world","id":"https://api.org/api","amplitude":"option_b","end_date":"sample"}} | Unexpected end of JSON input — truncated object | {"loan_amount":false,"shift_code":true,"temp_celsius":{"lab_result":"medium","user_id":{"count":"maintenance","gene_id":"qux","wavelength":"world","id":"https://api.org/api","amplitude":"option_b","end_date":"sample"}}} |
TASK repair_structured_output
SPEC
FIELD section TYPE string_email REQUIRED yes
FIELD humidity_pct TYPE string REQUIRED no
FIELD payment_status TYPE number REQUIRED no
BROKEN_OUTPUT
{section:"user@domain.org",humidity_pct:"qux",payment_status:863.74} | {"section":"user@domain.org","humidity_pct":"qux","payment_status":863.74} | unquoted_keys | {
"type": "object",
"properties": {
"section": {
"type": "string",
"format": "email"
},
"humidity_pct": {
"type": "string"
},
"payment_status": {
"type": "number"
}
},
"required": [
"section"
]
} | {section:"user@domain.org",humidity_pct:"qux",payment_status:863.74} | Expecting property name enclosed in double quotes | {"section":"user@domain.org","humidity_pct":"qux","payment_status":863.74} |
TASK repair_structured_output
SPEC
FIELD key_s95 TYPE string_date-time REQUIRED yes
FIELD prop_j28 TYPE string REQUIRED no
FIELD prop_n44 TYPE string REQUIRED yes
FIELD field_r92 TYPE string REQUIRED no
FIELD col_r70 TYPE integer REQUIRED yes
FIELD key_u68 TYPE integer REQUIRED yes
FIELD key_w66.param_r30 TYPE string_... | {"key_s95":"2024-01-27T02:52:00Z","prop_j28":"RTG-04","prop_n44":"John","field_r92":"REV","col_r70":646,"key_u68":237,"key_w66":{"param_r30":"2021-01-07T16:29:00Z","val_m99":"intermittent","field_c39":"2024-08-22T15:01:00Z","prop_p35":"coastal","val_a33":{"col_o85":"info@example.com","val_i58":"delivered","dim_o17":549... | markdown_fences | {
"type": "object",
"properties": {
"key_s95": {
"type": "string",
"format": "date-time"
},
"prop_j28": {
"type": "string"
},
"prop_n44": {
"type": "string"
},
"field_r92": {
"type": "string"
},
"col_r70": {
"type": "integer"
},
"key_u6... | ```json
{"key_s95":"2024-01-27T02:52:00Z","prop_j28":"RTG-04","prop_n44":"John","field_r92":"REV","col_r70":646,"key_u68":237,"key_w66":{"param_r30":"2021-01-07T16:29:00Z","val_m99":"intermittent","field_c39":"2024-08-22T15:01:00Z","prop_p35":"coastal","val_a33":{"col_o85":"info@example.com","val_i58":"delivered","dim_... | Output contains markdown code fences | {"key_s95":"2024-01-27T02:52:00Z","prop_j28":"RTG-04","prop_n44":"John","field_r92":"REV","col_r70":646,"key_u68":237,"key_w66":{"param_r30":"2021-01-07T16:29:00Z","val_m99":"intermittent","field_c39":"2024-08-22T15:01:00Z","prop_p35":"coastal","val_a33":{"col_o85":"info@example.com","val_i58":"delivered","dim_o17":549... |
TASK repair_structured_output
SPEC
FIELD priority TYPE string VALUES option_a|option_b REQUIRED no
FIELD shipper_ref TYPE string REQUIRED no
FIELD version TYPE integer REQUIRED no
FIELD throttle_pos[].description TYPE string VALUES pending_review|confirmed|rejected|escalated REQUIRED no
FIELD throttle_pos[].published ... | {"priority":"option_b","shipper_ref":"QC-07","version":706,"throttle_pos":[{"description":"rejected","published":"Bob","amount":"https://example.org/v1","dissolved_oxygen":"delivered","trace_id":"2024-06-30","lab_result":"active"}]} | tool_call_python_syntax | {
"type": "object",
"properties": {
"priority": {
"type": "string",
"enum": [
"option_a",
"option_b"
]
},
"shipper_ref": {
"type": "string"
},
"version": {
"type": "integer"
},
"throttle_pos": {
"type": "array",
"items": {
... | query_port_status(priority='option_b', shipper_ref='QC-07', version=706, throttle_pos=[{'description': 'rejected', 'published': 'Bob', 'amount': 'https://example.org/v1', 'dissolved_oxygen': 'delivered', 'trace_id': '2024-06-30', 'lab_result': 'active'}]) | Tool call uses Python syntax instead of JSON | {"priority":"option_b","shipper_ref":"QC-07","version":706,"throttle_pos":[{"description":"rejected","published":"Bob","amount":"https://example.org/v1","dissolved_oxygen":"delivered","trace_id":"2024-06-30","lab_result":"active"}]} |
TASK repair_structured_output
SPEC
FIELD col_r05 TYPE string REQUIRED no
FIELD param_d35 TYPE number REQUIRED no
FIELD attr_u90 TYPE string VALUES type_a|type_b|type_c REQUIRED no
FIELD col_y56 TYPE number REQUIRED yes
FIELD param_a14 TYPE number REQUIRED yes
FIELD prop_q88 TYPE number REQUIRED no
FIELD prop_o56 TYPE ... | {"col_r05":"Silva","param_d35":426.42,"attr_u90":"type_b","col_y56":629.79,"param_a14":186.47,"prop_q88":395.64} | extra_field | {
"type": "object",
"properties": {
"col_r05": {
"type": "string"
},
"param_d35": {
"type": "number"
},
"attr_u90": {
"type": "string",
"enum": [
"type_a",
"type_b",
"type_c"
]
},
"col_y56": {
"type": "number"
},
"param_... | {"col_r05": "Silva", "param_d35": 426.42, "attr_u90": "type_b", "col_y56": 629.79, "param_a14": 186.47, "prop_q88": 395.64, "extra_value_6371": "unexpected"} | Unknown field 'extra_value_6371' not defined in schema | {"col_r05":"Silva","param_d35":426.42,"attr_u90":"type_b","col_y56":629.79,"param_a14":186.47,"prop_q88":395.64} |
TASK repair_structured_output
SPEC
FIELD order_id TYPE number REQUIRED no
FIELD ward TYPE string VALUES cat_a|cat_b|cat_c|cat_d REQUIRED no
FIELD weight.due_date.subject TYPE string_uri REQUIRED no
FIELD weight.due_date.length TYPE boolean REQUIRED yes
FIELD weight.due_date.items TYPE number REQUIRED no
FIELD weight.d... | {"ward":"cat_b","weight":{"due_date":{"length":false,"shift_code":false},"verified":143,"feedback":813.54,"payment_status":825,"balance":null},"strand":{"notes":false,"phone":532.32,"subtotal":"https://api.org/data","role":false},"hazmat_code":"A short description.","first_name":"Smith"} | tool_call_python_syntax | {
"type": "object",
"properties": {
"order_id": {
"type": "number"
},
"ward": {
"type": "string",
"enum": [
"cat_a",
"cat_b",
"cat_c",
"cat_d"
]
},
"weight": {
"type": "object",
"properties": {
"due_date": {
"t... | run_diagnostics(ward='cat_b', weight={'due_date': {'length': False, 'shift_code': False}, 'verified': 143, 'feedback': 813.54, 'payment_status': 825, 'balance': None}, strand={'notes': False, 'phone': 532.32, 'subtotal': 'https://api.org/data', 'role': False}, hazmat_code='A short description.', first_name='Smith') | Tool call uses Python syntax instead of JSON | {"ward":"cat_b","weight":{"due_date":{"length":false,"shift_code":false},"verified":143,"feedback":813.54,"payment_status":825,"balance":null},"strand":{"notes":false,"phone":532.32,"subtotal":"https://api.org/data","role":false},"hazmat_code":"A short description.","first_name":"Smith"} |
TASK repair_structured_output
SPEC
FIELD altitude TYPE boolean REQUIRED no
FIELD procedure_code TYPE number REQUIRED no
FIELD humidity_pct TYPE string REQUIRED no
FIELD hazmat_code TYPE string REQUIRED yes
BROKEN_OUTPUT
I've generated the following JSON:
{"altitude":false,"procedure_code":402.33,"humidity_pct":"qux",... | {"altitude":false,"procedure_code":402.33,"humidity_pct":"qux","hazmat_code":"2024-06-30"} | extra_text_before | {
"type": "object",
"properties": {
"altitude": {
"type": "boolean"
},
"procedure_code": {
"type": "number"
},
"humidity_pct": {
"type": "string"
},
"hazmat_code": {
"type": "string"
}
},
"required": [
"hazmat_code"
]
} | I've generated the following JSON:
{"altitude":false,"procedure_code":402.33,"humidity_pct":"qux","hazmat_code":"2024-06-30"} | Output contains non-JSON text before the object | {"altitude":false,"procedure_code":402.33,"humidity_pct":"qux","hazmat_code":"2024-06-30"} |
TASK repair_structured_output
SPEC
FIELD key_m91 TYPE string REQUIRED yes
FIELD val_w63 TYPE null REQUIRED no
FIELD field_h16.dim_l88 TYPE boolean REQUIRED yes
FIELD field_h16.val_f52 TYPE string VALUES synonymous|missense|nonsense|frameshift REQUIRED no
FIELD field_h16.val_x10 TYPE integer REQUIRED yes
FIELD field_h1... | {"key_m91":"test","val_w63":null,"field_h16":{"dim_l88":true,"val_f52":"synonymous","val_x10":567,"key_z64":false},"param_o99":"test"} | null_required | {
"type": "object",
"properties": {
"key_m91": {
"type": "string"
},
"val_w63": {
"type": "null"
},
"field_h16": {
"type": "object",
"properties": {
"dim_l88": {
"type": "boolean"
},
"val_f52": {
"type": "string",
"enu... | {"key_m91": null, "val_w63": null, "field_h16": {"dim_l88": true, "val_f52": "synonymous", "val_x10": 567, "key_z64": false}, "param_o99": "test"} | Required field 'key_m91' is null | {"key_m91":"test","val_w63":null,"field_h16":{"dim_l88":true,"val_f52":"synonymous","val_x10":567,"key_z64":false},"param_o99":"test"} |
TASK repair_structured_output
SPEC
FIELD field_f38 TYPE string REQUIRED yes
FIELD field_m17 TYPE integer REQUIRED yes
FIELD val_y45 TYPE string VALUES red|blue|green|black|white REQUIRED yes
BROKEN_OUTPUT
{'field_f38':'Johnson','field_m17':7,'val_y45':'black'} | {"field_f38":"Johnson","field_m17":7,"val_y45":"black"} | single_quotes | {
"type": "object",
"properties": {
"field_f38": {
"type": "string"
},
"field_m17": {
"type": "integer"
},
"val_y45": {
"type": "string",
"enum": [
"red",
"blue",
"green",
"black",
"white"
]
}
},
"required": [
"fie... | {'field_f38':'Johnson','field_m17':7,'val_y45':'black'} | Expecting property name enclosed in double quotes | {"field_f38":"Johnson","field_m17":7,"val_y45":"black"} |
TASK repair_structured_output
SPEC
FIELD field_k06 TYPE number REQUIRED no
FIELD val_d38 TYPE string REQUIRED no
FIELD prop_n70 TYPE integer REQUIRED yes
FIELD attr_w41 TYPE string_uri REQUIRED no
FIELD field_h86 TYPE number REQUIRED no
FIELD key_o19 TYPE string VALUES option_a|option_b|option_c|option_d|option_e|opti... | {"field_k06":852.49,"val_d38":"chrX","prop_n70":703,"attr_w41":"https://example.com/api","field_h86":711.18,"param_q26":"Bob","param_s90":694} | missing_brace | {
"type": "object",
"properties": {
"field_k06": {
"type": "number"
},
"val_d38": {
"type": "string"
},
"prop_n70": {
"type": "integer"
},
"attr_w41": {
"type": "string",
"format": "uri"
},
"field_h86": {
"type": "number"
},
"key_o19": ... | {"field_k06":852.49,"val_d38":"chrX","prop_n70":703,"attr_w41":"https://example.com/api","field_h86":711.18,"param_q26":"Bob","param_s90":694 | Missing closing brace | {"field_k06":852.49,"val_d38":"chrX","prop_n70":703,"attr_w41":"https://example.com/api","field_h86":711.18,"param_q26":"Bob","param_s90":694} |
TASK repair_structured_output
SPEC
FIELD dosage TYPE string REQUIRED yes
FIELD diagnosis_code TYPE string VALUES admin|editor|viewer REQUIRED yes
FIELD timezone.shift_code TYPE integer REQUIRED yes
FIELD timezone.commit_hash.start_date TYPE string VALUES mode_a|mode_b|mode_c|mode_d|mode_e|mode_f REQUIRED no
FIELD time... | {"dosage":"test","diagnosis_code":"viewer","timezone":{"shift_code":247,"commit_hash":{"count":"mode_a","cargo_type":"admin@test.io","city":"level_4","half_life":"REV"},"trace_id":991.53,"amount":{"humidity_pct":"test","last_name":false,"log_level":826,"coverage":738.12},"account_id":"user@domain.com","transaction_id":... | invalid_enum | {
"type": "object",
"properties": {
"dosage": {
"type": "string"
},
"diagnosis_code": {
"type": "string",
"enum": [
"admin",
"editor",
"viewer"
]
},
"timezone": {
"type": "object",
"properties": {
"shift_code": {
"type... | {"dosage": "test", "diagnosis_code": "invalid_choice_972", "timezone": {"shift_code": 247, "commit_hash": {"count": "mode_a", "cargo_type": "admin@test.io", "city": "level_4", "half_life": "REV"}, "trace_id": 991.53, "amount": {"humidity_pct": "test", "last_name": false, "log_level": 826, "coverage": 738.12}, "account_... | Field 'diagnosis_code' has invalid enum value 'invalid_choice_972', expected one of ['admin', 'editor', 'viewer'] | {"dosage":"test","diagnosis_code":"viewer","timezone":{"shift_code":247,"commit_hash":{"count":"mode_a","cargo_type":"admin@test.io","city":"level_4","half_life":"REV"},"trace_id":991.53,"amount":{"humidity_pct":"test","last_name":false,"log_level":826,"coverage":738.12},"account_id":"user@domain.com","transaction_id":... |
TASK repair_structured_output
SPEC
FIELD val_f70 TYPE integer REQUIRED no
FIELD param_b39 TYPE string VALUES operational|degraded|offline|maintenance REQUIRED yes
FIELD prop_a87 TYPE boolean REQUIRED yes
FIELD field_k93.key_e26 TYPE integer REQUIRED yes
FIELD field_k93.dim_u52 TYPE string VALUES draft|published|archiv... | {"param_b39":"operational","prop_a87":false,"field_k93":{"key_e26":272,"dim_u52":"draft","key_h92":70,"col_j42":false,"attr_x09":"Luis"}} | tool_call_text_mix | {
"type": "object",
"properties": {
"val_f70": {
"type": "integer"
},
"param_b39": {
"type": "string",
"enum": [
"operational",
"degraded",
"offline",
"maintenance"
]
},
"prop_a87": {
"type": "boolean"
},
"field_k93": {
... | I need to look up the information first.
<tool_call name="search">
{"param_b39":"operational","prop_a87":false,"field_k93":{"key_e26":272,"dim_u52":"draft","key_h92":70,"col_j42":false,"attr_x09":"Luis"}}
</tool_call.
Operation completed. | Agent response mixes reasoning text with tool call | {"param_b39":"operational","prop_a87":false,"field_k93":{"key_e26":272,"dim_u52":"draft","key_h92":70,"col_j42":false,"attr_x09":"Luis"}} |
TASK repair_structured_output
SPEC
FIELD dim_m58 TYPE boolean REQUIRED no
FIELD col_d79 TYPE string REQUIRED no
FIELD prop_f71 TYPE boolean REQUIRED yes
FIELD field_j05 TYPE string REQUIRED yes
FIELD val_d15 TYPE string REQUIRED no
FIELD attr_m21.col_w88.dim_g10 TYPE string REQUIRED no
FIELD attr_m21.col_w88.prop_f41 ... | {"col_d79":"Hapag-Lloyd-Express","prop_f71":false,"field_j05":"2024-01-15","val_d15":"Oliveira","attr_m21":{"val_v44":407.23,"prop_d06":"baz"}} | tool_call_wrong_param | {
"type": "object",
"properties": {
"dim_m58": {
"type": "boolean"
},
"col_d79": {
"type": "string"
},
"prop_f71": {
"type": "boolean"
},
"field_j05": {
"type": "string"
},
"val_d15": {
"type": "string"
},
"attr_m21": {
"type": "object"... | Tool: get_inventory
Params: {"col_d79": "Hapag-Lloyd-Express", "prop_f71": false, "field_j05": "2024-01-15", "val_d15": "Oliveira", "attr_m21": {"val_v44": 407.23, "prop_d06": "baz"}} | Agent used wrong parameter name 'dim_m58_new' instead of 'dim_m58' | {"col_d79":"Hapag-Lloyd-Express","prop_f71":false,"field_j05":"2024-01-15","val_d15":"Oliveira","attr_m21":{"val_v44":407.23,"prop_d06":"baz"}} |
TASK repair_structured_output
SPEC
FIELD field_f33 TYPE string_email REQUIRED no
FIELD field_h07 TYPE integer REQUIRED yes
FIELD field_l34 TYPE boolean REQUIRED yes
FIELD key_o86 TYPE string REQUIRED no
BROKEN_OUTPUT
{field_f33:"test@test.io",field_h07:851,field_l34:true,key_o86:"Paris"} | {"field_f33":"test@test.io","field_h07":851,"field_l34":true,"key_o86":"Paris"} | unquoted_keys | {
"type": "object",
"properties": {
"field_f33": {
"type": "string",
"format": "email"
},
"field_h07": {
"type": "integer"
},
"field_l34": {
"type": "boolean"
},
"key_o86": {
"type": "string"
}
},
"required": [
"field_l34",
"field_h07"
]
} | {field_f33:"test@test.io",field_h07:851,field_l34:true,key_o86:"Paris"} | Expecting property name enclosed in double quotes | {"field_f33":"test@test.io","field_h07":851,"field_l34":true,"key_o86":"Paris"} |
TASK repair_structured_output
SPEC
FIELD prop_v34 TYPE string VALUES email|phone|sms|push REQUIRED yes
FIELD col_q00 TYPE string_date-time REQUIRED yes
FIELD dim_e29 TYPE integer REQUIRED yes
FIELD field_h49 TYPE integer REQUIRED yes
BROKEN_OUTPUT
{"prop_v34": "sms", "col_q00": "2025-02-16T02:21:00Z", "dim_e29": 284,... | {"prop_v34":"sms","col_q00":"2025-02-16T02:21:00Z","dim_e29":284,"field_h49":656} | wrong_type | {
"type": "object",
"properties": {
"prop_v34": {
"type": "string",
"enum": [
"email",
"phone",
"sms",
"push"
]
},
"col_q00": {
"type": "string",
"format": "date-time"
},
"dim_e29": {
"type": "integer"
},
"field_h49": {
... | {"prop_v34": "sms", "col_q00": "2025-02-16T02:21:00Z", "dim_e29": 284, "field_h49": "\"656\""} | Field 'field_h49' must be integer, got string | {"prop_v34":"sms","col_q00":"2025-02-16T02:21:00Z","dim_e29":284,"field_h49":656} |
TASK repair_structured_output
SPEC
FIELD prop_e83 TYPE string VALUES new|in_transit|delivered|returned REQUIRED no
FIELD field_z96 TYPE string VALUES small|medium|large|xl REQUIRED no
FIELD key_v20 TYPE string VALUES free|basic|pro|enterprise REQUIRED yes
FIELD dim_j46 TYPE string_email REQUIRED no
FIELD col_m09 TYPE ... | {"key_v20":"basic","dim_j46":"info@example.com","col_m09":"https://www.io/data"} | tool_call_python_syntax | {
"type": "object",
"properties": {
"prop_e83": {
"type": "string",
"enum": [
"new",
"in_transit",
"delivered",
"returned"
]
},
"field_z96": {
"type": "string",
"enum": [
"small",
"medium",
"large",
"xl"
... | process_payment(key_v20='basic', dim_j46='info@example.com', col_m09='https://www.io/data') | Tool call uses Python syntax instead of JSON | {"key_v20":"basic","dim_j46":"info@example.com","col_m09":"https://www.io/data"} |
TASK repair_structured_output
SPEC
FIELD department TYPE string VALUES email|phone|sms|push REQUIRED no
FIELD shipper_ref TYPE string VALUES berthed|anchored|underway|moored REQUIRED yes
FIELD role TYPE string VALUES free|basic|pro|enterprise REQUIRED yes
BROKEN_OUTPUT
I need to look up the information first.
Action:... | {"department":"email","shipper_ref":"moored","role":"free"} | agent_chain | {
"type": "object",
"properties": {
"department": {
"type": "string",
"enum": [
"email",
"phone",
"sms",
"push"
]
},
"shipper_ref": {
"type": "string",
"enum": [
"berthed",
"anchored",
"underway",
"moored"
... | I need to look up the information first.
Action: update_record
Result: {"department": "email", "shipper_ref": "moored"}
Processing the request now.
Action: annotate_mutation
Result: | Agent multi-step chain with truncated tool output | {"department":"email","shipper_ref":"moored","role":"free"} |
TASK repair_structured_output
SPEC
FIELD attr_g56 TYPE number REQUIRED yes
FIELD dim_e52 TYPE string VALUES mode_a|mode_b|mode_c REQUIRED yes
FIELD param_p52 TYPE string VALUES mode_a|mode_b|mode_c|mode_d|mode_e REQUIRED no
FIELD key_u00 TYPE string VALUES cat_a|cat_b REQUIRED yes
BROKEN_OUTPUT
<functioncall> calcula... | {"attr_g56":18.01,"dim_e52":"mode_a","param_p52":"mode_b","key_u00":"cat_a"} | tool_call_bad_format | {
"type": "object",
"properties": {
"attr_g56": {
"type": "number"
},
"dim_e52": {
"type": "string",
"enum": [
"mode_a",
"mode_b",
"mode_c"
]
},
"param_p52": {
"type": "string",
"enum": [
"mode_a",
"mode_b",
"mod... | <functioncall> calculate_docking_fee
{attr_g56: 18.01, dim_e52: "mode_a", param_p52: "mode_b", key_u00: "cat_a"} | Tool call has malformed arguments — unquoted keys in function parameters | {"attr_g56":18.01,"dim_e52":"mode_a","param_p52":"mode_b","key_u00":"cat_a"} |
TASK repair_structured_output
SPEC
FIELD val_f10 TYPE string VALUES reliable|unstable|intermittent REQUIRED no
FIELD val_j78 TYPE string VALUES active|inactive|pending REQUIRED yes
FIELD key_n25 TYPE string REQUIRED yes
FIELD dim_l32[] TYPE number REQUIRED no
FIELD col_a33[] TYPE integer REQUIRED yes
BROKEN_OUTPUT
Pr... | {"val_f10":"reliable","val_j78":"inactive","key_n25":"inactive","dim_l32":[622.83,700.75,418.88],"col_a33":[524]} | tool_call_text_mix | {
"type": "object",
"properties": {
"val_f10": {
"type": "string",
"enum": [
"reliable",
"unstable",
"intermittent"
]
},
"val_j78": {
"type": "string",
"enum": [
"active",
"inactive",
"pending"
]
},
"key_n25": {
... | Processing the request now.
<tool_call name="calculate_price">
{"val_f10":"reliable","val_j78":"inactive","key_n25":"inactive","dim_l32":[622.83,700.75,418.88],"col_a33":[524]}
</tool_call.
The result is ready. | Agent response mixes reasoning text with tool call | {"val_f10":"reliable","val_j78":"inactive","key_n25":"inactive","dim_l32":[622.83,700.75,418.88],"col_a33":[524]} |
TASK repair_structured_output
SPEC
FIELD index TYPE integer REQUIRED yes
FIELD chromosome TYPE string REQUIRED no
FIELD last_name TYPE number REQUIRED yes
FIELD bill_of_lading TYPE string REQUIRED no
BROKEN_OUTPUT
Processing the request now.
I'll validate against the schema.
{"index":3,"chromosome":"Diana","last_nam... | {"index":3,"chromosome":"Diana","last_name":906.88} | thought_process | {
"type": "object",
"properties": {
"index": {
"type": "integer"
},
"chromosome": {
"type": "string"
},
"last_name": {
"type": "number"
},
"bill_of_lading": {
"type": "string"
}
},
"required": [
"last_name",
"index"
]
} | Processing the request now.
I'll validate against the schema.
{"index":3,"chromosome":"Diana","last_name":906.88} | Output contains chain-of-thought reasoning before JSON | {"index":3,"chromosome":"Diana","last_name":906.88} |
TASK repair_structured_output
SPEC
FIELD param_i37 TYPE number REQUIRED no
FIELD val_i70 TYPE string REQUIRED no
FIELD param_f04 TYPE string VALUES active|inactive|pending REQUIRED yes
BROKEN_OUTPUT
{"param_i37":328.72,"param_f04":"pending"} | {"param_i37":328.72,"param_f04":"pending"} | missing_bracket | {
"type": "object",
"properties": {
"param_i37": {
"type": "number"
},
"val_i70": {
"type": "string"
},
"param_f04": {
"type": "string",
"enum": [
"active",
"inactive",
"pending"
]
}
},
"required": [
"param_f04"
]
} | {"param_i37":328.72,"param_f04":"pending"} | Missing closing bracket | {"param_i37":328.72,"param_f04":"pending"} |
TASK repair_structured_output
SPEC
FIELD items TYPE string VALUES synonymous|missense|nonsense|frameshift REQUIRED yes
FIELD length TYPE null REQUIRED yes
FIELD brake_pressure TYPE string REQUIRED no
FIELD amplitude TYPE string REQUIRED yes
FIELD total TYPE string REQUIRED yes
BROKEN_OUTPUT
Below is the JSON object:
... | {"items":"nonsense","length":null,"brake_pressure":"A short description.","amplitude":"REV","total":"Hapag-Lloyd-Express"} | extra_text_before | {
"type": "object",
"properties": {
"items": {
"type": "string",
"enum": [
"synonymous",
"missense",
"nonsense",
"frameshift"
]
},
"length": {
"type": "null"
},
"brake_pressure": {
"type": "string"
},
"amplitude": {
"typ... | Below is the JSON object:
{"items":"nonsense","length":null,"brake_pressure":"A short description.","amplitude":"REV","total":"Hapag-Lloyd-Express"} | Output contains non-JSON text before the object | {"items":"nonsense","length":null,"brake_pressure":"A short description.","amplitude":"REV","total":"Hapag-Lloyd-Express"} |
TASK repair_structured_output
SPEC
FIELD state TYPE string VALUES free|basic|pro|enterprise REQUIRED no
FIELD order_id TYPE number REQUIRED no
FIELD step TYPE string_uri REQUIRED no
FIELD duration_ms TYPE string REQUIRED yes
FIELD fleet_number.timezone TYPE string VALUES reliable|unstable|intermittent REQUIRED no
FIEL... | {"state":"enterprise","order_id":118.79,"step":"https://example.com/api","duration_ms":"inactive","fleet_number":{"timezone":"intermittent","yield_pct":"cat_a","log_level":"cat_c","bearing":null,"image_url":468}} | wrong_type | {
"type": "object",
"properties": {
"state": {
"type": "string",
"enum": [
"free",
"basic",
"pro",
"enterprise"
]
},
"order_id": {
"type": "number"
},
"step": {
"type": "string",
"format": "uri"
},
"duration_ms": {
... | {"state": "enterprise", "order_id": "\"118.79\"", "step": "https://example.com/api", "duration_ms": "inactive", "fleet_number": {"timezone": "intermittent", "yield_pct": "cat_a", "log_level": "cat_c", "bearing": null, "image_url": 468}} | Field 'order_id' must be number, got string | {"state":"enterprise","order_id":118.79,"step":"https://example.com/api","duration_ms":"inactive","fleet_number":{"timezone":"intermittent","yield_pct":"cat_a","log_level":"cat_c","bearing":null,"image_url":468}} |
TASK repair_structured_output
SPEC
FIELD cargo_type TYPE integer REQUIRED yes
FIELD vital_sign TYPE string REQUIRED yes
FIELD due_date TYPE string REQUIRED no
FIELD maturity_date TYPE null REQUIRED yes
FIELD reagent TYPE boolean REQUIRED no
FIELD status_code TYPE string REQUIRED yes
BROKEN_OUTPUT
I need to look up th... | {"cargo_type":626,"vital_sign":"Oliveira","due_date":"PASS","maturity_date":null,"reagent":false,"status_code":"FWD"} | tool_call_partial_args | {
"type": "object",
"properties": {
"cargo_type": {
"type": "integer"
},
"vital_sign": {
"type": "string"
},
"due_date": {
"type": "string"
},
"maturity_date": {
"type": "null"
},
"reagent": {
"type": "boolean"
},
"status_code": {
"type... | I need to look up the information first.
Action: create_ticket
Arguments: {"cargo_type": 626, "vital_sign": "Oliveira", "due_date": "PASS", "reagent": false, "status_code": "FWD"} | Agent tool call missing required parameter 'maturity_date' | {"cargo_type":626,"vital_sign":"Oliveira","due_date":"PASS","maturity_date":null,"reagent":false,"status_code":"FWD"} |
TASK repair_structured_output
SPEC
FIELD transaction_id TYPE string VALUES cat_a|cat_b REQUIRED no
FIELD date TYPE string VALUES synonymous|missense|nonsense|frameshift REQUIRED no
FIELD frequency_hz TYPE string VALUES USD|EUR|GBP|BRL|JPY REQUIRED no
FIELD decay_rate TYPE string_email REQUIRED yes
FIELD status_code TY... | {"decay_rate":"test@domain.org","created_at":null,"barcode":true} | extra_text_before | {
"type": "object",
"properties": {
"transaction_id": {
"type": "string",
"enum": [
"cat_a",
"cat_b"
]
},
"date": {
"type": "string",
"enum": [
"synonymous",
"missense",
"nonsense",
"frameshift"
]
},
"frequency_h... | The parsed result is:
{"decay_rate":"test@domain.org","created_at":null,"barcode":true} | Output contains non-JSON text before the object | {"decay_rate":"test@domain.org","created_at":null,"barcode":true} |
TASK repair_structured_output
SPEC
FIELD diagnosis_code TYPE null REQUIRED yes
FIELD fleet_number TYPE integer REQUIRED yes
FIELD medication[] TYPE string_uri REQUIRED yes
BROKEN_OUTPUT
{"diagnosis_code": null, "fleet_number": "780px", "medication": ["https://data.io/data", "https://data.io/data", "https://www.org/v1... | {"diagnosis_code":null,"fleet_number":780,"medication":["https://data.io/data","https://data.io/data","https://www.org/v1"]} | number_with_unit | {
"type": "object",
"properties": {
"diagnosis_code": {
"type": "null"
},
"fleet_number": {
"type": "integer"
},
"medication": {
"type": "array",
"items": {
"type": "string",
"format": "uri"
}
}
},
"required": [
"diagnosis_code",
"fle... | {"diagnosis_code": null, "fleet_number": "780px", "medication": ["https://data.io/data", "https://data.io/data", "https://www.org/v1"]} | Field 'fleet_number' must be number, got string with unit | {"diagnosis_code":null,"fleet_number":780,"medication":["https://data.io/data","https://data.io/data","https://www.org/v1"]} |
TASK repair_structured_output
SPEC
FIELD val_y24 TYPE string VALUES red|blue|green|black|white REQUIRED yes
FIELD val_e04 TYPE boolean REQUIRED yes
FIELD prop_y80 TYPE string VALUES email|phone|sms|push REQUIRED yes
FIELD key_o19 TYPE string REQUIRED yes
BROKEN_OUTPUT
{"val_y24":"green","val_e04":true,"prop_y80":"pus... | {"val_y24":"green","val_e04":true,"prop_y80":"push","key_o19":"REV"} | truncated_array | {
"type": "object",
"properties": {
"val_y24": {
"type": "string",
"enum": [
"red",
"blue",
"green",
"black",
"white"
]
},
"val_e04": {
"type": "boolean"
},
"prop_y80": {
"type": "string",
"enum": [
"email",
... | {"val_y24":"green","val_e04":true,"prop_y80":"push","key_o19":"REV" | Unexpected end of JSON input — truncated object | {"val_y24":"green","val_e04":true,"prop_y80":"push","key_o19":"REV"} |
TASK repair_structured_output
SPEC
FIELD transaction_id TYPE string VALUES homozygous|heterozygous|hemizygous REQUIRED yes
FIELD patient_id TYPE string VALUES USD|EUR|GBP|BRL|JPY REQUIRED no
FIELD collateral TYPE string VALUES low|medium|high|critical REQUIRED no
FIELD first_name TYPE string REQUIRED yes
FIELD feature... | {"transaction_id":"heterozygous","patient_id":"GBP","collateral":"high","first_name":"John","features":"Tokyo"} | extra_field | {
"type": "object",
"properties": {
"transaction_id": {
"type": "string",
"enum": [
"homozygous",
"heterozygous",
"hemizygous"
]
},
"patient_id": {
"type": "string",
"enum": [
"USD",
"EUR",
"GBP",
"BRL",
"JPY"
... | {"transaction_id": "heterozygous", "patient_id": "GBP", "collateral": "high", "first_name": "John", "features": "Tokyo", "extra_data_655": "unexpected"} | Unknown field 'extra_data_655' not defined in schema | {"transaction_id":"heterozygous","patient_id":"GBP","collateral":"high","first_name":"John","features":"Tokyo"} |
TASK repair_structured_output
SPEC
FIELD item_id TYPE string VALUES new|in_transit|delivered|returned REQUIRED no
FIELD notes TYPE string VALUES synonymous|missense|nonsense|frameshift REQUIRED no
FIELD paragraph TYPE string VALUES free|basic|pro|enterprise REQUIRED yes
FIELD product_id TYPE integer REQUIRED no
FIELD ... | {"item_id":"delivered","notes":"nonsense","paragraph":"basic","product_id":374,"first_name":false} | truncated_array | {
"type": "object",
"properties": {
"item_id": {
"type": "string",
"enum": [
"new",
"in_transit",
"delivered",
"returned"
]
},
"notes": {
"type": "string",
"enum": [
"synonymous",
"missense",
"nonsense",
"frame... | {"item_id":"delivered","notes":"nonsense","paragraph":"basic","product_id":374,"first_name":false | Unexpected end of JSON input — truncated object | {"item_id":"delivered","notes":"nonsense","paragraph":"basic","product_id":374,"first_name":false} |
TASK repair_structured_output
SPEC
FIELD subtotal TYPE string VALUES homozygous|heterozygous|hemizygous REQUIRED no
FIELD freight_class TYPE string VALUES success|error|warning|info REQUIRED yes
FIELD created_at TYPE string VALUES synonymous|missense|nonsense|frameshift REQUIRED no
FIELD annotation TYPE boolean REQUIR... | {"subtotal":"hemizygous","freight_class":"success","cargo_type":"PASS","catalyst":true} | tool_call_wrong_param | {
"type": "object",
"properties": {
"subtotal": {
"type": "string",
"enum": [
"homozygous",
"heterozygous",
"hemizygous"
]
},
"freight_class": {
"type": "string",
"enum": [
"success",
"error",
"warning",
"info"
]... | Tool: track_vessel
Params: {"subtotal": "hemizygous", "freight_class": "success", "catalyst": true, "cargo_type_new": "PASS"} | Agent used wrong parameter name 'cargo_type_new' instead of 'cargo_type' | {"subtotal":"hemizygous","freight_class":"success","cargo_type":"PASS","catalyst":true} |
TASK repair_structured_output
SPEC
FIELD step TYPE integer REQUIRED no
FIELD patient_id TYPE boolean REQUIRED no
FIELD aligned_pct TYPE string REQUIRED no
FIELD compound TYPE string REQUIRED no
FIELD duration_ms TYPE string REQUIRED no
FIELD image_url TYPE string VALUES USD|EUR|GBP|BRL|JPY REQUIRED yes
FIELD hazmat_co... | {"step":368,"patient_id":false,"aligned_pct":"example","compound":"Alice","duration_ms":"baz","image_url":"GBP","hazmat_code":"Paris"} | boolean_as_string | {
"type": "object",
"properties": {
"step": {
"type": "integer"
},
"patient_id": {
"type": "boolean"
},
"aligned_pct": {
"type": "string"
},
"compound": {
"type": "string"
},
"duration_ms": {
"type": "string"
},
"image_url": {
"type": "... | {"step": 368, "patient_id": "true", "aligned_pct": "example", "compound": "Alice", "duration_ms": "baz", "image_url": "GBP", "hazmat_code": "Paris"} | Field 'patient_id' must be boolean, got string | {"step":368,"patient_id":false,"aligned_pct":"example","compound":"Alice","duration_ms":"baz","image_url":"GBP","hazmat_code":"Paris"} |
TASK repair_structured_output
SPEC
FIELD val_x49 TYPE string REQUIRED no
FIELD attr_m65 TYPE string VALUES red|blue|green|black|white REQUIRED yes
FIELD param_q46.dim_g92 TYPE string VALUES active|inactive|pending REQUIRED no
FIELD param_q46.col_a30 TYPE string VALUES email|phone|sms|push REQUIRED yes
FIELD param_q46.... | {"attr_m65":"red","prop_q65":{"val_f57":"intermittent","attr_d03":[{"param_p29":"nonsense","field_y68":"operational","col_l08":165},{"param_p29":"frameshift","field_y68":"operational","col_l08":824},{"param_p29":"synonymous","field_y68":"degraded","col_l08":483},{"param_p29":"frameshift","field_y68":"operational","col_... | markdown_explanation | {
"type": "object",
"properties": {
"val_x49": {
"type": "string"
},
"attr_m65": {
"type": "string",
"enum": [
"red",
"blue",
"green",
"black",
"white"
]
},
"param_q46": {
"type": "object",
"properties": {
"dim_g... | Here is the JSON you requested:
```json
{"attr_m65":"red","prop_q65":{"val_f57":"intermittent","attr_d03":[{"param_p29":"nonsense","field_y68":"operational","col_l08":165},{"param_p29":"frameshift","field_y68":"operational","col_l08":824},{"param_p29":"synonymous","field_y68":"degraded","col_l08":483},{"param_p29":"fra... | Output contains markdown and explanatory text around JSON | {"attr_m65":"red","prop_q65":{"val_f57":"intermittent","attr_d03":[{"param_p29":"nonsense","field_y68":"operational","col_l08":165},{"param_p29":"frameshift","field_y68":"operational","col_l08":824},{"param_p29":"synonymous","field_y68":"degraded","col_l08":483},{"param_p29":"frameshift","field_y68":"operational","col_... |
TASK repair_structured_output
SPEC
FIELD last_name TYPE string REQUIRED no
FIELD status_code TYPE boolean REQUIRED no
FIELD phenotype TYPE number REQUIRED yes
BROKEN_OUTPUT
{"last_name":"Alice","status_code":true,"phenotype":975.64,} | {"last_name":"Alice","status_code":true,"phenotype":975.64} | trailing_comma | {
"type": "object",
"properties": {
"last_name": {
"type": "string"
},
"status_code": {
"type": "boolean"
},
"phenotype": {
"type": "number"
}
},
"required": [
"phenotype"
]
} | {"last_name":"Alice","status_code":true,"phenotype":975.64,} | Unexpected trailing comma | {"last_name":"Alice","status_code":true,"phenotype":975.64} |
TASK repair_structured_output
SPEC
FIELD transaction_id TYPE string_uri REQUIRED no
FIELD last_name TYPE string VALUES level_1|level_2|level_3|level_4 REQUIRED yes
FIELD phenotype TYPE boolean REQUIRED yes
FIELD label TYPE string REQUIRED yes
FIELD product_id.title TYPE integer REQUIRED yes
FIELD product_id.step TYPE ... | {"last_name":"level_2","phenotype":true,"label":"chrX","count":{"city":"type_a","yield_pct":{"catalyst":"hemizygous","aligned_pct":"2025-06-26T15:19:00Z","phone":"example","umi":576,"manifest_ref":880,"velocity":"active"},"shift_code":168,"due_date":"FWD","fleet_number":860,"tile":461,"ward":"QC-07"}} | wrong_type | {
"type": "object",
"properties": {
"transaction_id": {
"type": "string",
"format": "uri"
},
"last_name": {
"type": "string",
"enum": [
"level_1",
"level_2",
"level_3",
"level_4"
]
},
"phenotype": {
"type": "boolean"
},
... | {"last_name": "level_2", "phenotype": "\"yes\"", "label": "chrX", "count": {"city": "type_a", "yield_pct": {"catalyst": "hemizygous", "aligned_pct": "2025-06-26T15:19:00Z", "phone": "example", "umi": 576, "manifest_ref": 880, "velocity": "active"}, "shift_code": 168, "due_date": "FWD", "fleet_number": 860, "tile": 461,... | Field 'phenotype' must be boolean, got string | {"last_name":"level_2","phenotype":true,"label":"chrX","count":{"city":"type_a","yield_pct":{"catalyst":"hemizygous","aligned_pct":"2025-06-26T15:19:00Z","phone":"example","umi":576,"manifest_ref":880,"velocity":"active"},"shift_code":168,"due_date":"FWD","fleet_number":860,"tile":461,"ward":"QC-07"}} |
TASK repair_structured_output
SPEC
FIELD key_a61 TYPE integer REQUIRED no
FIELD key_v93 TYPE string REQUIRED no
FIELD attr_y45 TYPE string VALUES free|basic|pro|enterprise REQUIRED yes
FIELD key_v87 TYPE boolean REQUIRED no
FIELD dim_c69 TYPE string VALUES low|medium|high|critical REQUIRED yes
BROKEN_OUTPUT
I'll quer... | {"key_a61":728,"key_v93":"https://example.com","attr_y45":"enterprise","key_v87":false,"dim_c69":"high"} | tool_call_text_mix | {
"type": "object",
"properties": {
"key_a61": {
"type": "integer"
},
"key_v93": {
"type": "string"
},
"attr_y45": {
"type": "string",
"enum": [
"free",
"basic",
"pro",
"enterprise"
]
},
"key_v87": {
"type": "boolean"
... | I'll query our database.
<tool_call name="fetch_lab_result">
{"key_a61":728,"key_v93":"https://example.com","attr_y45":"enterprise","key_v87":false,"dim_c69":"high"}
</tool_call.
Operation completed. | Agent response mixes reasoning text with tool call | {"key_a61":728,"key_v93":"https://example.com","attr_y45":"enterprise","key_v87":false,"dim_c69":"high"} |
TASK repair_structured_output
SPEC
FIELD prop_v41 TYPE string REQUIRED no
FIELD prop_f61 TYPE string VALUES free|basic|pro|enterprise REQUIRED no
FIELD param_c78 TYPE number REQUIRED no
FIELD field_a68 TYPE string VALUES coastal|oceanic|inland|arctic REQUIRED yes
FIELD param_d49 TYPE string VALUES coastal|oceanic|inla... | {"prop_v41":"Diana","prop_f61":"pro","param_c78":155.8,"field_a68":"coastal","param_d49":"coastal","attr_c64":true,"prop_h47":null,"attr_e82":true} | tool_call_bad_format | {
"type": "object",
"properties": {
"prop_v41": {
"type": "string"
},
"prop_f61": {
"type": "string",
"enum": [
"free",
"basic",
"pro",
"enterprise"
]
},
"param_c78": {
"type": "number"
},
"field_a68": {
"type": "string"... | <functioncall> align_reads
{prop_v41: "Diana", prop_f61: "pro", param_c78: 155.8, field_a68: "coastal", param_d49: "coastal", attr_c64: true, prop_h47: null, attr_e82: true} | Tool call has malformed arguments — unquoted keys in function parameters | {"prop_v41":"Diana","prop_f61":"pro","param_c78":155.8,"field_a68":"coastal","param_d49":"coastal","attr_c64":true,"prop_h47":null,"attr_e82":true} |
TASK repair_structured_output
SPEC
FIELD notes TYPE string REQUIRED no
FIELD interest_rate TYPE number REQUIRED no
FIELD color TYPE string_uri REQUIRED yes
FIELD title TYPE integer REQUIRED no
FIELD diagnosis_code TYPE number REQUIRED yes
FIELD shift_code TYPE string_uri REQUIRED yes
BROKEN_OUTPUT
{'notes':'PASS','in... | {"notes":"PASS","interest_rate":136.71,"color":"https://example.io/api","title":279,"diagnosis_code":700.5,"shift_code":"https://data.com/api"} | single_quotes | {
"type": "object",
"properties": {
"notes": {
"type": "string"
},
"interest_rate": {
"type": "number"
},
"color": {
"type": "string",
"format": "uri"
},
"title": {
"type": "integer"
},
"diagnosis_code": {
"type": "number"
},
"shift_cod... | {'notes':'PASS','interest_rate':136.71,'color':'https://example.io/api','title':279,'diagnosis_code':700.5,'shift_code':'https://data.com/api'} | Expecting property name enclosed in double quotes | {"notes":"PASS","interest_rate":136.71,"color":"https://example.io/api","title":279,"diagnosis_code":700.5,"shift_code":"https://data.com/api"} |
TASK repair_structured_output
SPEC
FIELD param_j42 TYPE string VALUES synonymous|missense|nonsense|frameshift REQUIRED yes
FIELD dim_x03 TYPE number REQUIRED yes
FIELD param_e07 TYPE integer REQUIRED yes
FIELD prop_k64 TYPE string VALUES draft|published|archived REQUIRED yes
BROKEN_OUTPUT
Tool: schedule_meeting
Param... | {"param_j42":"missense","dim_x03":895.7,"param_e07":257,"prop_k64":"published"} | tool_call_wrong_param | {
"type": "object",
"properties": {
"param_j42": {
"type": "string",
"enum": [
"synonymous",
"missense",
"nonsense",
"frameshift"
]
},
"dim_x03": {
"type": "number"
},
"param_e07": {
"type": "integer"
},
"prop_k64": {
"t... | Tool: schedule_meeting
Params: {"dim_x03": 895.7, "param_e07": 257, "prop_k64": "published", "param_j42_id": "missense"} | Agent used wrong parameter name 'param_j42_id' instead of 'param_j42' | {"param_j42":"missense","dim_x03":895.7,"param_e07":257,"prop_k64":"published"} |
TASK repair_structured_output
SPEC
FIELD prop_n46 TYPE string REQUIRED no
FIELD attr_e51 TYPE number REQUIRED yes
FIELD dim_s08 TYPE string VALUES admin|editor|viewer REQUIRED no
BROKEN_OUTPUT
Pipeline result:
```json
{"prop_n46":"foo","attr_e51":395.38,"dim_s08":"viewer"}
```
I've ensured all required fields are pre... | {"prop_n46":"foo","attr_e51":395.38,"dim_s08":"viewer"} | markdown_explanation | {
"type": "object",
"properties": {
"prop_n46": {
"type": "string"
},
"attr_e51": {
"type": "number"
},
"dim_s08": {
"type": "string",
"enum": [
"admin",
"editor",
"viewer"
]
}
},
"required": [
"attr_e51"
]
} | Pipeline result:
```json
{"prop_n46":"foo","attr_e51":395.38,"dim_s08":"viewer"}
```
I've ensured all required fields are present. | Output contains markdown and explanatory text around JSON | {"prop_n46":"foo","attr_e51":395.38,"dim_s08":"viewer"} |
TASK repair_structured_output
SPEC
FIELD key_v91 TYPE string REQUIRED no
FIELD param_v66.attr_j05 TYPE string_uri REQUIRED no
FIELD param_v66.param_j77 TYPE string_email REQUIRED yes
FIELD param_v66.field_k38 TYPE null REQUIRED no
FIELD param_v66.prop_g88.val_b70 TYPE number REQUIRED no
FIELD param_v66.prop_g88.param_... | {"param_v66":{"attr_j05":"https://example.com/api","param_j77":"admin@test.io","field_k38":null,"prop_g88":{"val_b70":972.89,"param_m45":"inactive","param_a46":764,"dim_r00":"mode_c","prop_q45":"Oliveira"}},"key_l35":"level_2","key_t04":"2024-06-30","attr_l97":"sms","attr_o03":"anchored"} | markdown_explanation | {
"type": "object",
"properties": {
"key_v91": {
"type": "string"
},
"param_v66": {
"type": "object",
"properties": {
"attr_j05": {
"type": "string",
"format": "uri"
},
"param_j77": {
"type": "string",
"format": "email"
... | Based on your request, here is the data:
```json
{"param_v66":{"attr_j05":"https://example.com/api","param_j77":"admin@test.io","field_k38":null,"prop_g88":{"val_b70":972.89,"param_m45":"inactive","param_a46":764,"dim_r00":"mode_c","prop_q45":"Oliveira"}},"key_l35":"level_2","key_t04":"2024-06-30","attr_l97":"sms","att... | Output contains markdown and explanatory text around JSON | {"param_v66":{"attr_j05":"https://example.com/api","param_j77":"admin@test.io","field_k38":null,"prop_g88":{"val_b70":972.89,"param_m45":"inactive","param_a46":764,"dim_r00":"mode_c","prop_q45":"Oliveira"}},"key_l35":"level_2","key_t04":"2024-06-30","attr_l97":"sms","attr_o03":"anchored"} |
TASK repair_structured_output
SPEC
FIELD created_at TYPE string VALUES synonymous|missense|nonsense|frameshift REQUIRED no
FIELD umi TYPE number REQUIRED no
FIELD collateral TYPE string REQUIRED no
FIELD compound TYPE string REQUIRED no
FIELD span_id TYPE integer REQUIRED no
FIELD shift_code TYPE string VALUES berthed... | {"created_at":"missense","collateral":"completed","span_id":333,"shift_code":"moored"} | truncated_array | {
"type": "object",
"properties": {
"created_at": {
"type": "string",
"enum": [
"synonymous",
"missense",
"nonsense",
"frameshift"
]
},
"umi": {
"type": "number"
},
"collateral": {
"type": "string"
},
"compound": {
"type... | {"created_at":"missense","collateral":"completed","span_id":333,"shift_code":"moored" | Unexpected end of JSON input — truncated object | {"created_at":"missense","collateral":"completed","span_id":333,"shift_code":"moored"} |
TASK repair_structured_output
SPEC
FIELD col_x56 TYPE string VALUES homozygous|heterozygous|hemizygous REQUIRED yes
FIELD field_q17 TYPE string REQUIRED no
FIELD dim_b38[].attr_m65 TYPE string REQUIRED yes
FIELD dim_b38[].dim_a27 TYPE integer REQUIRED no
FIELD dim_b38[].prop_o14 TYPE string VALUES USD|EUR|GBP|BRL|JPY ... | {"col_x56":"heterozygous","field_q17":"Paris","col_x08":[{"dim_h39":"approved","dim_o67":false,"param_t90":338,"prop_r49":"baz","prop_b22":"hello"},{"dim_p80":"2024-06-30","dim_h39":"test@example.com","param_t90":645,"prop_r49":"baz"},{"dim_p80":"This is a test value.","dim_h39":"chr1","param_t90":295,"prop_r49":"pendi... | partial_structure | {
"type": "object",
"properties": {
"col_x56": {
"type": "string",
"enum": [
"homozygous",
"heterozygous",
"hemizygous"
]
},
"field_q17": {
"type": "string"
},
"dim_b38": {
"type": "array",
"items": {
"type": "object",
"... | Based on the data, field_q17 is Paris. {"col_x56":"heterozygous","field_q17":"Paris","col_x08":[{"dim_h39":"approved","dim_o67":false,"param_t90":338,"prop_r49":"baz","prop_b22":"hello"},{"dim_p80":"2024-06-30","dim_h39":"test@example.com","param_t90":645,"prop_r49":"baz"},{"dim_p80":"This is a test value.","dim_h39":"... | Output mixes natural language with JSON | {"col_x56":"heterozygous","field_q17":"Paris","col_x08":[{"dim_h39":"approved","dim_o67":false,"param_t90":338,"prop_r49":"baz","prop_b22":"hello"},{"dim_p80":"2024-06-30","dim_h39":"test@example.com","param_t90":645,"prop_r49":"baz"},{"dim_p80":"This is a test value.","dim_h39":"chr1","param_t90":295,"prop_r49":"pendi... |
TASK repair_structured_output
SPEC
FIELD label TYPE string_uri REQUIRED no
FIELD width TYPE string VALUES single|married|divorced REQUIRED yes
FIELD collateral TYPE string REQUIRED yes
FIELD verified.interest_rate TYPE string VALUES red|blue|green|black|white REQUIRED yes
FIELD verified.thumbnail TYPE string_email REQ... | {"label":"https://example.org/data","width":"divorced","collateral":"active","verified":{"interest_rate":"black","thumbnail":"admin@test.io","tile":{"zip_code":789,"visible":"https://www.io/data","half_life":"2021-06-18T00:43:00Z"},"current_draw":"active"}} | single_quotes | {
"type": "object",
"properties": {
"label": {
"type": "string",
"format": "uri"
},
"width": {
"type": "string",
"enum": [
"single",
"married",
"divorced"
]
},
"collateral": {
"type": "string"
},
"verified": {
"type": "obj... | {'label':'https://example.org/data','width':'divorced','collateral':'active','verified':{'interest_rate':'black','thumbnail':'admin@test.io','tile':{'zip_code':789,'visible':'https://www.io/data','half_life':'2021-06-18T00:43:00Z'},'current_draw':'active'}} | Expecting property name enclosed in double quotes | {"label":"https://example.org/data","width":"divorced","collateral":"active","verified":{"interest_rate":"black","thumbnail":"admin@test.io","tile":{"zip_code":789,"visible":"https://www.io/data","half_life":"2021-06-18T00:43:00Z"},"current_draw":"active"}} |
TASK repair_structured_output
SPEC
FIELD key_h44 TYPE string VALUES homozygous|heterozygous|hemizygous REQUIRED yes
FIELD prop_b09 TYPE string VALUES low|medium|high|critical REQUIRED yes
FIELD param_b93 TYPE null REQUIRED no
FIELD param_w11 TYPE string VALUES single|married|divorced REQUIRED no
FIELD attr_m92 TYPE st... | {"key_h44":"heterozygous","prop_b09":"low","param_b93":null,"param_w11":"single","attr_m92":"https://www.com/api","param_w24":"basic"} | markdown_explanation | {
"type": "object",
"properties": {
"key_h44": {
"type": "string",
"enum": [
"homozygous",
"heterozygous",
"hemizygous"
]
},
"prop_b09": {
"type": "string",
"enum": [
"low",
"medium",
"high",
"critical"
]
},
... | The parsed result is:
```json
{"key_h44":"heterozygous","prop_b09":"low","param_b93":null,"param_w11":"single","attr_m92":"https://www.com/api","param_w24":"basic"}
```
Hope this helps! | Output contains markdown and explanatory text around JSON | {"key_h44":"heterozygous","prop_b09":"low","param_b93":null,"param_w11":"single","attr_m92":"https://www.com/api","param_w24":"basic"} |
TASK repair_structured_output
SPEC
FIELD lane TYPE string REQUIRED no
FIELD catalyst TYPE string VALUES cat_a|cat_b|cat_c|cat_d|cat_e|cat_f REQUIRED no
FIELD dissolved_oxygen TYPE integer REQUIRED no
FIELD torque_output TYPE integer REQUIRED no
FIELD product_id.trace_id TYPE integer REQUIRED yes
FIELD product_id.last_... | {"lane":"Charlie","catalyst":"cat_b","dissolved_oxygen":20,"torque_output":941,"product_id":{"trace_id":634,"last_name":47,"tags":"https://example.com","medication":{"run_id":"cat_a","amount":"New York","salinity":"missense","options":true}},"aligned_pct":"level_1","role":null} | markdown_explanation | {
"type": "object",
"properties": {
"lane": {
"type": "string"
},
"catalyst": {
"type": "string",
"enum": [
"cat_a",
"cat_b",
"cat_c",
"cat_d",
"cat_e",
"cat_f"
]
},
"dissolved_oxygen": {
"type": "integer"
},
"... | The instrument reported:
```json
{"lane":"Charlie","catalyst":"cat_b","dissolved_oxygen":20,"torque_output":941,"product_id":{"trace_id":634,"last_name":47,"tags":"https://example.com","medication":{"run_id":"cat_a","amount":"New York","salinity":"missense","options":true}},"aligned_pct":"level_1","role":null}
```
I've... | Output contains markdown and explanatory text around JSON | {"lane":"Charlie","catalyst":"cat_b","dissolved_oxygen":20,"torque_output":941,"product_id":{"trace_id":634,"last_name":47,"tags":"https://example.com","medication":{"run_id":"cat_a","amount":"New York","salinity":"missense","options":true}},"aligned_pct":"level_1","role":null} |
TASK repair_structured_output
SPEC
FIELD col_k19 TYPE string REQUIRED no
FIELD attr_k30 TYPE string VALUES reliable|unstable|intermittent REQUIRED no
FIELD attr_k11.field_p10 TYPE string REQUIRED yes
FIELD attr_k11.field_f19 TYPE string REQUIRED yes
FIELD attr_k11.val_n72 TYPE string_uri REQUIRED no
FIELD attr_k11.pro... | {"col_k19":"Oliveira","attr_k30":"reliable","attr_k11":{"field_p10":"Charlie","field_f19":"approved","val_n72":"https://example.org/v1","prop_e48":{"dim_t14":"2024-06-30","key_n08":false,"prop_g18":457.79,"param_t58":"Oliveira","prop_o34":"sample","field_g12":127.3,"dim_p22":"This is a test value.","field_b54":false}}} | extra_text_before | {
"type": "object",
"properties": {
"col_k19": {
"type": "string"
},
"attr_k30": {
"type": "string",
"enum": [
"reliable",
"unstable",
"intermittent"
]
},
"attr_k11": {
"type": "object",
"properties": {
"field_p10": {
... | Sure, here's the result:
{"col_k19":"Oliveira","attr_k30":"reliable","attr_k11":{"field_p10":"Charlie","field_f19":"approved","val_n72":"https://example.org/v1","prop_e48":{"dim_t14":"2024-06-30","key_n08":false,"prop_g18":457.79,"param_t58":"Oliveira","prop_o34":"sample","field_g12":127.3,"dim_p22":"This is a test val... | Output contains non-JSON text before the object | {"col_k19":"Oliveira","attr_k30":"reliable","attr_k11":{"field_p10":"Charlie","field_f19":"approved","val_n72":"https://example.org/v1","prop_e48":{"dim_t14":"2024-06-30","key_n08":false,"prop_g18":457.79,"param_t58":"Oliveira","prop_o34":"sample","field_g12":127.3,"dim_p22":"This is a test value.","field_b54":false}}} |
TASK repair_structured_output
SPEC
FIELD department TYPE string VALUES new|in_transit|delivered|returned REQUIRED no
FIELD comments TYPE string VALUES mode_a|mode_b|mode_c|mode_d|mode_e|mode_f REQUIRED no
FIELD collateral TYPE string REQUIRED yes
FIELD enabled.timezone TYPE string VALUES cat_a|cat_b|cat_c|cat_d|cat_e ... | {"department":"new","comments":"mode_b","collateral":"Smith","deploy_target":117} | partial_structure | {
"type": "object",
"properties": {
"department": {
"type": "string",
"enum": [
"new",
"in_transit",
"delivered",
"returned"
]
},
"comments": {
"type": "string",
"enum": [
"mode_a",
"mode_b",
"mode_c",
"mode_d"... | Result: deploy_target=117, {"department":"new","comments":"mode_b","collateral":"Smith","deploy_target":117} | Output mixes natural language with JSON | {"department":"new","comments":"mode_b","collateral":"Smith","deploy_target":117} |
TASK repair_structured_output
SPEC
FIELD chromosome TYPE integer REQUIRED no
FIELD branch TYPE string VALUES synonymous|missense|nonsense|frameshift REQUIRED yes
FIELD type TYPE number REQUIRED yes
FIELD comments.chromosome TYPE boolean REQUIRED yes
FIELD comments.trace_id TYPE string VALUES synonymous|missense|nonsen... | {"chromosome":211,"branch":"synonymous","type":665.58,"comments":{"chromosome":false,"trace_id":"frameshift","port_code":"https://api.io/api","current_draw":{"published":"published","step":787,"position":false,"shift_code":"Johnson"}}} | single_quotes | {
"type": "object",
"properties": {
"chromosome": {
"type": "integer"
},
"branch": {
"type": "string",
"enum": [
"synonymous",
"missense",
"nonsense",
"frameshift"
]
},
"type": {
"type": "number"
},
"comments": {
"type":... | {'chromosome':211,'branch':'synonymous','type':665.58,'comments':{'chromosome':false,'trace_id':'frameshift','port_code':'https://api.io/api','current_draw':{'published':'published','step':787,'position':false,'shift_code':'Johnson'}}} | Expecting property name enclosed in double quotes | {"chromosome":211,"branch":"synonymous","type":665.58,"comments":{"chromosome":false,"trace_id":"frameshift","port_code":"https://api.io/api","current_draw":{"published":"published","step":787,"position":false,"shift_code":"Johnson"}}} |
TASK repair_structured_output
SPEC
FIELD trace_id TYPE string VALUES homozygous|heterozygous|hemizygous REQUIRED yes
FIELD comments TYPE integer REQUIRED no
FIELD reagent TYPE string REQUIRED no
FIELD notes TYPE number REQUIRED yes
FIELD insurance_id[] TYPE string_email REQUIRED no
BROKEN_OUTPUT
{"trace_id":"hemizygo... | {"trace_id":"hemizygous","reagent":"Diana","notes":326.43,"insurance_id":["ops@test.io","admin@domain.org"]} | truncated_object | {
"type": "object",
"properties": {
"trace_id": {
"type": "string",
"enum": [
"homozygous",
"heterozygous",
"hemizygous"
]
},
"comments": {
"type": "integer"
},
"reagent": {
"type": "string"
},
"notes": {
"type": "number"
},... | {"trace_id":"hemizygous","reagent":"Diana","notes":326.43,"insurance_id":["ops@test.io","admin@domain.org"] | Unexpected end of JSON input — truncated object | {"trace_id":"hemizygous","reagent":"Diana","notes":326.43,"insurance_id":["ops@test.io","admin@domain.org"]} |
TASK repair_structured_output
SPEC
FIELD param_q63 TYPE string REQUIRED no
FIELD dim_k99 TYPE boolean REQUIRED no
FIELD field_v56 TYPE string REQUIRED no
FIELD attr_w65 TYPE string REQUIRED yes
FIELD col_l04.key_c96 TYPE integer REQUIRED yes
FIELD col_l04.param_a64 TYPE null REQUIRED no
FIELD col_l04.col_f87.param_u46... | {"param_q63":"world","dim_k99":false,"field_v56":"Maria","attr_w65":"baz","col_l04":{"key_c96":781,"param_a64":null,"col_f87":{"attr_p30":"active","param_y47":"married","param_t59":"Paris","dim_s64":"2024-01-15","dim_w15":754},"attr_g26":{"key_n50":false,"val_j81":"A short description.","attr_r55":568,"val_i51":"PASS"}... | boolean_as_string | {
"type": "object",
"properties": {
"param_q63": {
"type": "string"
},
"dim_k99": {
"type": "boolean"
},
"field_v56": {
"type": "string"
},
"attr_w65": {
"type": "string"
},
"col_l04": {
"type": "object",
"properties": {
"key_c96": {
... | {"param_q63": "world", "dim_k99": "no", "field_v56": "Maria", "attr_w65": "baz", "col_l04": {"key_c96": 781, "param_a64": null, "col_f87": {"attr_p30": "active", "param_y47": "married", "param_t59": "Paris", "dim_s64": "2024-01-15", "dim_w15": 754}, "attr_g26": {"key_n50": false, "val_j81": "A short description.", "att... | Field 'dim_k99' must be boolean, got string | {"param_q63":"world","dim_k99":false,"field_v56":"Maria","attr_w65":"baz","col_l04":{"key_c96":781,"param_a64":null,"col_f87":{"attr_p30":"active","param_y47":"married","param_t59":"Paris","dim_s64":"2024-01-15","dim_w15":754},"attr_g26":{"key_n50":false,"val_j81":"A short description.","attr_r55":568,"val_i51":"PASS"}... |
TASK repair_structured_output
SPEC
FIELD attr_m69 TYPE boolean REQUIRED yes
FIELD param_x21 TYPE string REQUIRED yes
FIELD key_g53 TYPE string_date-time REQUIRED yes
BROKEN_OUTPUT
{"attr_m69":false,"param_x21":"approved","key_g53":"2025-10-13T15:32:00Z"} | {"attr_m69":false,"param_x21":"approved","key_g53":"2025-10-13T15:32:00Z"} | missing_bracket | {
"type": "object",
"properties": {
"attr_m69": {
"type": "boolean"
},
"param_x21": {
"type": "string"
},
"key_g53": {
"type": "string",
"format": "date-time"
}
},
"required": [
"key_g53",
"param_x21",
"attr_m69"
]
} | {"attr_m69":false,"param_x21":"approved","key_g53":"2025-10-13T15:32:00Z"} | Missing closing bracket | {"attr_m69":false,"param_x21":"approved","key_g53":"2025-10-13T15:32:00Z"} |
TASK repair_structured_output
SPEC
FIELD dim_p32 TYPE string_uri REQUIRED no
FIELD field_d01 TYPE string_date-time REQUIRED no
FIELD dim_v02 TYPE null REQUIRED no
FIELD col_t52 TYPE integer REQUIRED yes
FIELD val_t91 TYPE string VALUES mode_a|mode_b REQUIRED no
BROKEN_OUTPUT
<functioncall> verify_hazmat_compliance
{d... | {"dim_p32":"https://data.org/api","field_d01":"2021-09-22T09:56:00Z","col_t52":504,"val_t91":"mode_b"} | tool_call_bad_format | {
"type": "object",
"properties": {
"dim_p32": {
"type": "string",
"format": "uri"
},
"field_d01": {
"type": "string",
"format": "date-time"
},
"dim_v02": {
"type": "null"
},
"col_t52": {
"type": "integer"
},
"val_t91": {
"type": "string"... | <functioncall> verify_hazmat_compliance
{dim_p32: "https://data.org/api", field_d01: "2021-09-22T09:56:00Z", col_t52: 504, val_t91: "mode_b"} | Tool call has malformed arguments — unquoted keys in function parameters | {"dim_p32":"https://data.org/api","field_d01":"2021-09-22T09:56:00Z","col_t52":504,"val_t91":"mode_b"} |
TASK repair_structured_output
SPEC
FIELD val_p13 TYPE string VALUES type_a|type_b|type_c REQUIRED no
FIELD param_y55 TYPE string VALUES admin|editor|viewer REQUIRED no
FIELD col_z36 TYPE string VALUES type_a|type_b|type_c|type_d REQUIRED yes
FIELD prop_e12 TYPE string REQUIRED yes
FIELD prop_i76 TYPE string VALUES dra... | {"param_y55":"viewer","col_z36":"type_b","prop_e12":"PASS","prop_i76":"draft","val_s07":"https://data.org/api","key_w15":"FWD"} | tool_call_python_syntax | {
"type": "object",
"properties": {
"val_p13": {
"type": "string",
"enum": [
"type_a",
"type_b",
"type_c"
]
},
"param_y55": {
"type": "string",
"enum": [
"admin",
"editor",
"viewer"
]
},
"col_z36": {
"type"... | schedule_meeting(param_y55='viewer', col_z36='type_b', prop_e12='PASS', prop_i76='draft', val_s07='https://data.org/api', key_w15='FWD') | Tool call uses Python syntax instead of JSON | {"param_y55":"viewer","col_z36":"type_b","prop_e12":"PASS","prop_i76":"draft","val_s07":"https://data.org/api","key_w15":"FWD"} |
TASK repair_structured_output
SPEC
FIELD col_s30 TYPE string REQUIRED no
FIELD field_r93 TYPE number REQUIRED yes
FIELD param_o34 TYPE number REQUIRED yes
FIELD attr_b69 TYPE string REQUIRED yes
FIELD col_t42 TYPE string REQUIRED no
FIELD param_l29 TYPE string VALUES email|phone|sms|push REQUIRED yes
BROKEN_OUTPUT
{'... | {"col_s30":"FWD","field_r93":283.04,"param_o34":677.21,"attr_b69":"inactive","col_t42":"chr1","param_l29":"phone"} | single_quotes | {
"type": "object",
"properties": {
"col_s30": {
"type": "string"
},
"field_r93": {
"type": "number"
},
"param_o34": {
"type": "number"
},
"attr_b69": {
"type": "string"
},
"col_t42": {
"type": "string"
},
"param_l29": {
"type": "string... | {'col_s30':'FWD','field_r93':283.04,'param_o34':677.21,'attr_b69':'inactive','col_t42':'chr1','param_l29':'phone'} | Expecting property name enclosed in double quotes | {"col_s30":"FWD","field_r93":283.04,"param_o34":677.21,"attr_b69":"inactive","col_t42":"chr1","param_l29":"phone"} |
TASK repair_structured_output
SPEC
FIELD val_v92 TYPE string REQUIRED no
FIELD key_v15 TYPE number REQUIRED yes
FIELD prop_p76 TYPE string_email REQUIRED yes
FIELD dim_i99 TYPE boolean REQUIRED no
FIELD col_c65 TYPE string REQUIRED no
FIELD attr_n61 TYPE string REQUIRED yes
BROKEN_OUTPUT
```json
{"key_v15":523.13,"pr... | {"key_v15":523.13,"prop_p76":"test@test.io","dim_i99":true,"attr_n61":"bar"} | markdown_fences | {
"type": "object",
"properties": {
"val_v92": {
"type": "string"
},
"key_v15": {
"type": "number"
},
"prop_p76": {
"type": "string",
"format": "email"
},
"dim_i99": {
"type": "boolean"
},
"col_c65": {
"type": "string"
},
"attr_n61": {
... | ```json
{"key_v15":523.13,"prop_p76":"test@test.io","dim_i99":true,"attr_n61":"bar"}
``` | Output contains markdown code fences | {"key_v15":523.13,"prop_p76":"test@test.io","dim_i99":true,"attr_n61":"bar"} |
TASK repair_structured_output
SPEC
FIELD procedure_code TYPE string REQUIRED yes
FIELD priority TYPE string REQUIRED yes
FIELD shipper_ref.amount TYPE string_date-time REQUIRED yes
FIELD shipper_ref.temp_celsius TYPE null REQUIRED no
FIELD shipper_ref.feedback TYPE integer REQUIRED no
FIELD level.collateral TYPE strin... | {"procedure_code":"user@domain.com","priority":"test","shipper_ref":{"amount":"2024-07-02T10:00:00Z","temp_celsius":null},"level":{"collateral":"inactive","step":{"catalyst":"maintenance","torque_output":"2024-01-15","status_code":"ops@domain.org","collateral":"active","run_id":null,"message":null,"due_date":"2024-06-3... | tool_call_wrong_param | {
"type": "object",
"properties": {
"procedure_code": {
"type": "string"
},
"priority": {
"type": "string"
},
"shipper_ref": {
"type": "object",
"properties": {
"amount": {
"type": "string",
"format": "date-time"
},
"temp_celsiu... | Tool: create_order
Params: {"procedure_code": "user@domain.com", "priority": "test", "shipper_ref": {"amount": "2024-07-02T10:00:00Z", "temp_celsius": null}, "level_name": {"collateral": "inactive", "step": {"catalyst": "maintenance", "torque_output": "2024-01-15", "status_code": "ops@domain.org", "collateral": "active... | Agent used wrong parameter name 'level_name' instead of 'level' | {"procedure_code":"user@domain.com","priority":"test","shipper_ref":{"amount":"2024-07-02T10:00:00Z","temp_celsius":null},"level":{"collateral":"inactive","step":{"catalyst":"maintenance","torque_output":"2024-01-15","status_code":"ops@domain.org","collateral":"active","run_id":null,"message":null,"due_date":"2024-06-3... |
TASK repair_structured_output
SPEC
FIELD order_id TYPE null REQUIRED yes
FIELD version TYPE number REQUIRED no
FIELD trace_id TYPE string REQUIRED no
FIELD temp_celsius TYPE number REQUIRED no
FIELD reagent TYPE number REQUIRED yes
FIELD length TYPE string_uri REQUIRED no
FIELD tile.altitude TYPE string REQUIRED yes
F... | {"order_id":null,"version":257.89,"trace_id":"Sao Paulo","reagent":770.11,"length":"https://api.io/data","tile":{"altitude":"Luis","duration_ms":457.19,"freight_class":"level_1","active":"chr1","repository":782.17}} | markdown_fences | {
"type": "object",
"properties": {
"order_id": {
"type": "null"
},
"version": {
"type": "number"
},
"trace_id": {
"type": "string"
},
"temp_celsius": {
"type": "number"
},
"reagent": {
"type": "number"
},
"length": {
"type": "string",
... | ```json
{"order_id":null,"version":257.89,"trace_id":"Sao Paulo","reagent":770.11,"length":"https://api.io/data","tile":{"altitude":"Luis","duration_ms":457.19,"freight_class":"level_1","active":"chr1","repository":782.17}}
``` | Output contains markdown code fences | {"order_id":null,"version":257.89,"trace_id":"Sao Paulo","reagent":770.11,"length":"https://api.io/data","tile":{"altitude":"Luis","duration_ms":457.19,"freight_class":"level_1","active":"chr1","repository":782.17}} |
TASK repair_structured_output
SPEC
FIELD commit_hash TYPE string REQUIRED no
FIELD size TYPE number REQUIRED yes
FIELD full_name TYPE string_email REQUIRED no
FIELD freight_class TYPE integer REQUIRED no
BROKEN_OUTPUT
{"commit_hash":"inactive","size":769.23,"full_name":"info@domain.org","freight_class":176,} | {"commit_hash":"inactive","size":769.23,"full_name":"info@domain.org","freight_class":176} | trailing_comma | {
"type": "object",
"properties": {
"commit_hash": {
"type": "string"
},
"size": {
"type": "number"
},
"full_name": {
"type": "string",
"format": "email"
},
"freight_class": {
"type": "integer"
}
},
"required": [
"size"
]
} | {"commit_hash":"inactive","size":769.23,"full_name":"info@domain.org","freight_class":176,} | Unexpected trailing comma | {"commit_hash":"inactive","size":769.23,"full_name":"info@domain.org","freight_class":176} |
TASK repair_structured_output
SPEC
FIELD currency TYPE string VALUES pending_review|confirmed|rejected|escalated REQUIRED no
FIELD image_url TYPE string VALUES success|error|warning|info REQUIRED no
FIELD quality_score TYPE string VALUES cat_a|cat_b REQUIRED no
FIELD humidity_pct TYPE string VALUES mode_a|mode_b|mode_... | {"humidity_pct":"mode_c","updated_at":"https://www.io/data","ph_level":"option_b"} | extra_field | {
"type": "object",
"properties": {
"currency": {
"type": "string",
"enum": [
"pending_review",
"confirmed",
"rejected",
"escalated"
]
},
"image_url": {
"type": "string",
"enum": [
"success",
"error",
"warning",
... | {"humidity_pct": "mode_c", "updated_at": "https://www.io/data", "ph_level": "option_b", "extra_data_8920": true} | Unknown field 'extra_data_8920' not defined in schema | {"humidity_pct":"mode_c","updated_at":"https://www.io/data","ph_level":"option_b"} |
TASK repair_structured_output
SPEC
FIELD span_id TYPE string VALUES coastal|oceanic|inland|arctic REQUIRED yes
FIELD torque_output TYPE integer REQUIRED no
FIELD first_name TYPE string_uri REQUIRED no
FIELD message TYPE string VALUES pending_review|confirmed|rejected|escalated REQUIRED no
FIELD amount TYPE string VALU... | {"span_id":"inland","torque_output":776,"first_name":"https://example.com/data","message":"confirmed"} | missing_brace | {
"type": "object",
"properties": {
"span_id": {
"type": "string",
"enum": [
"coastal",
"oceanic",
"inland",
"arctic"
]
},
"torque_output": {
"type": "integer"
},
"first_name": {
"type": "string",
"format": "uri"
},
"mes... | {"span_id":"inland","torque_output":776,"first_name":"https://example.com/data","message":"confirmed" | Missing closing brace | {"span_id":"inland","torque_output":776,"first_name":"https://example.com/data","message":"confirmed"} |
TASK repair_structured_output
SPEC
FIELD step TYPE string REQUIRED no
FIELD branch TYPE string REQUIRED no
FIELD organism TYPE string_date-time REQUIRED yes
FIELD shipper_ref TYPE string REQUIRED no
FIELD date TYPE boolean REQUIRED yes
BROKEN_OUTPUT
{"step": "chr1", "organism": "2024-11-05T22:24:00Z", "shipper_ref": ... | {"step":"chr1","organism":"2024-11-05T22:24:00Z","shipper_ref":"test","date":true} | wrong_type | {
"type": "object",
"properties": {
"step": {
"type": "string"
},
"branch": {
"type": "string"
},
"organism": {
"type": "string",
"format": "date-time"
},
"shipper_ref": {
"type": "string"
},
"date": {
"type": "boolean"
}
},
"required":... | {"step": "chr1", "organism": "2024-11-05T22:24:00Z", "shipper_ref": "test", "date": "\"yes\""} | Field 'date' must be boolean, got string | {"step":"chr1","organism":"2024-11-05T22:24:00Z","shipper_ref":"test","date":true} |
TASK repair_structured_output
SPEC
FIELD pressure_kpa TYPE string REQUIRED yes
FIELD current_draw TYPE number REQUIRED yes
FIELD price TYPE integer REQUIRED yes
FIELD count TYPE boolean REQUIRED yes
BROKEN_OUTPUT
Let me check the system.
<tool_call name="run_diagnostics">
{"pressure_kpa":"completed","current_draw":68... | {"pressure_kpa":"completed","current_draw":689.04,"price":971,"count":false} | tool_call_text_mix | {
"type": "object",
"properties": {
"pressure_kpa": {
"type": "string"
},
"current_draw": {
"type": "number"
},
"price": {
"type": "integer"
},
"count": {
"type": "boolean"
}
},
"required": [
"price",
"count",
"current_draw",
"pressure_kpa"... | Let me check the system.
<tool_call name="run_diagnostics">
{"pressure_kpa":"completed","current_draw":689.04,"price":971,"count":false}
</tool_call.
Done! | Agent response mixes reasoning text with tool call | {"pressure_kpa":"completed","current_draw":689.04,"price":971,"count":false} |
TASK repair_structured_output
SPEC
FIELD filter_flag TYPE number REQUIRED yes
FIELD loan_amount TYPE string VALUES mode_a|mode_b|mode_c REQUIRED yes
FIELD sensor_id TYPE string REQUIRED yes
BROKEN_OUTPUT
{"filter_flag":91.12,"loan_amount":"mode_a","sensor_id":"qux"}
Feel free to ask if you have questions. | {"filter_flag":91.12,"loan_amount":"mode_a","sensor_id":"qux"} | extra_text_after | {
"type": "object",
"properties": {
"filter_flag": {
"type": "number"
},
"loan_amount": {
"type": "string",
"enum": [
"mode_a",
"mode_b",
"mode_c"
]
},
"sensor_id": {
"type": "string"
}
},
"required": [
"loan_amount",
"sensor_... | {"filter_flag":91.12,"loan_amount":"mode_a","sensor_id":"qux"}
Feel free to ask if you have questions. | Output contains non-JSON text after the object | {"filter_flag":91.12,"loan_amount":"mode_a","sensor_id":"qux"} |
TASK repair_structured_output
SPEC
FIELD val_n20 TYPE integer REQUIRED no
FIELD key_f00 TYPE string REQUIRED no
FIELD val_m15 TYPE string_uri REQUIRED yes
FIELD attr_n54 TYPE number REQUIRED no
BROKEN_OUTPUT
{'val_n20':476,'key_f00':'Charlie','val_m15':'https://data.com/api','attr_n54':913.73} | {"val_n20":476,"key_f00":"Charlie","val_m15":"https://data.com/api","attr_n54":913.73} | single_quotes | {
"type": "object",
"properties": {
"val_n20": {
"type": "integer"
},
"key_f00": {
"type": "string"
},
"val_m15": {
"type": "string",
"format": "uri"
},
"attr_n54": {
"type": "number"
}
},
"required": [
"val_m15"
]
} | {'val_n20':476,'key_f00':'Charlie','val_m15':'https://data.com/api','attr_n54':913.73} | Expecting property name enclosed in double quotes | {"val_n20":476,"key_f00":"Charlie","val_m15":"https://data.com/api","attr_n54":913.73} |
TASK repair_structured_output
SPEC
FIELD prop_y82 TYPE string VALUES success|error|warning|info REQUIRED no
FIELD val_s67 TYPE boolean REQUIRED no
FIELD param_u83 TYPE string REQUIRED yes
BROKEN_OUTPUT
{"param_u83": "quux", "extra_field_17": 42} | {"param_u83":"quux"} | extra_field | {
"type": "object",
"properties": {
"prop_y82": {
"type": "string",
"enum": [
"success",
"error",
"warning",
"info"
]
},
"val_s67": {
"type": "boolean"
},
"param_u83": {
"type": "string"
}
},
"required": [
"param_u83"
]
... | {"param_u83": "quux", "extra_field_17": 42} | Unknown field 'extra_field_17' not defined in schema | {"param_u83":"quux"} |
TASK repair_structured_output
SPEC
FIELD name TYPE string VALUES single|married|divorced REQUIRED yes
FIELD user_id TYPE string VALUES operational|degraded|offline|maintenance REQUIRED no
FIELD yield_pct TYPE string VALUES success|error|warning|info REQUIRED yes
FIELD total TYPE string VALUES small|medium|large|xl REQ... | {"name":"divorced","user_id":"operational","yield_pct":"warning","total":"small"} | missing_required | {
"type": "object",
"properties": {
"name": {
"type": "string",
"enum": [
"single",
"married",
"divorced"
]
},
"user_id": {
"type": "string",
"enum": [
"operational",
"degraded",
"offline",
"maintenance"
]
},... | {"name": "divorced", "user_id": "operational", "yield_pct": "warning"} | Required field 'total' is missing | {"name":"divorced","user_id":"operational","yield_pct":"warning","total":"small"} |
TASK repair_structured_output
SPEC
FIELD col_g98 TYPE string REQUIRED yes
FIELD key_v54 TYPE string REQUIRED yes
FIELD dim_i35 TYPE string REQUIRED no
FIELD key_g79 TYPE boolean REQUIRED no
FIELD key_a20[].param_z18 TYPE string_uri REQUIRED yes
FIELD key_a20[].field_v71 TYPE string REQUIRED no
FIELD key_a20[].key_m95 ... | {"col_g98":"user@domain.com","key_v54":"Smith","key_g79":true,"key_a20":[{"param_z18":"https://api.io/v1","key_m95":710,"col_f01":"A short description.","dim_l37":259,"field_h04":"xl"},{"param_z18":"https://example.org/data","field_v71":"https://example.com","key_m95":54,"col_f01":"PASS","field_h04":"xl"},{"param_z18":... | unquoted_keys | {
"type": "object",
"properties": {
"col_g98": {
"type": "string"
},
"key_v54": {
"type": "string"
},
"dim_i35": {
"type": "string"
},
"key_g79": {
"type": "boolean"
},
"key_a20": {
"type": "array",
"items": {
"type": "object",
... | {col_g98:"user@domain.com",key_v54:"Smith",key_g79:true,key_a20:[{param_z18:"https://api.io/v1",key_m95:710,col_f01:"A short description.",dim_l37:259,field_h04:"xl"},{param_z18:"https://example.org/data",field_v71:"https://example.com",key_m95:54,col_f01:"PASS",field_h04:"xl"},{param_z18:"https://data.org/v1",field_v7... | Expecting property name enclosed in double quotes | {"col_g98":"user@domain.com","key_v54":"Smith","key_g79":true,"key_a20":[{"param_z18":"https://api.io/v1","key_m95":710,"col_f01":"A short description.","dim_l37":259,"field_h04":"xl"},{"param_z18":"https://example.org/data","field_v71":"https://example.com","key_m95":54,"col_f01":"PASS","field_h04":"xl"},{"param_z18":... |
TASK repair_structured_output
SPEC
FIELD dim_z07 TYPE number REQUIRED yes
FIELD prop_a33 TYPE string VALUES operational|degraded|offline|maintenance REQUIRED no
FIELD dim_t33 TYPE string REQUIRED yes
BROKEN_OUTPUT
{"dim_z07": 357.95, "prop_a33": "degraded", "dim_t33": "demo", "extra_data_9596": 42} | {"dim_z07":357.95,"prop_a33":"degraded","dim_t33":"demo"} | extra_field | {
"type": "object",
"properties": {
"dim_z07": {
"type": "number"
},
"prop_a33": {
"type": "string",
"enum": [
"operational",
"degraded",
"offline",
"maintenance"
]
},
"dim_t33": {
"type": "string"
}
},
"required": [
"dim_... | {"dim_z07": 357.95, "prop_a33": "degraded", "dim_t33": "demo", "extra_data_9596": 42} | Unknown field 'extra_data_9596' not defined in schema | {"dim_z07":357.95,"prop_a33":"degraded","dim_t33":"demo"} |
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StructFix-Bench
A benchmark for schema-aware structured output recovery — repairing broken outputs from agents, tool calls, and LLM workflows.
What it tests
Unlike JSON syntax repair benchmarks, StructFix-Bench focuses on semantic and schema-level recovery:
- Replacing invalid enum values with valid ones
- Adding missing required fields
- Correcting type mismatches
- Recovering tool call arguments from Python syntax
- Reconstructing outputs from truncated agent chains
- Extracting JSON from markdown/text wrappers
Dataset splits
| Split | Examples | Field names | Enums |
|---|---|---|---|
train |
200,000 | Mixed (semantic + shuffled) | Mixed (realistic + synthetic) |
validation |
20,000 | Semantic | Realistic |
test_seen |
10,000 | Semantic | Realistic |
test_unseen |
10,000 | Semantic | Realistic |
test_random_fields |
10,000 | Random hex (f_8f31a7) |
Synthetic |
Corruption types (28 total)
Syntactic (10)
single_quotes, unquoted_keys, trailing_comma, markdown_fences, extra_text_before, extra_text_after, truncated_object, truncated_array, missing_bracket, missing_brace
Semantic (9)
wrong_type, invalid_enum, missing_required, null_required, extra_field, boolean_as_string, number_with_unit, synonym_enum, date_format_error
LLM-like (3)
markdown_explanation, partial_structure, thought_process
Tool/Agent (6)
tool_call_bad_format, tool_call_text_mix, tool_call_python_syntax, tool_call_partial_args, tool_call_wrong_param, agent_chain
Input format
Each example uses ConstraintDSL to represent the schema:
TASK repair_structured_output
SPEC
FIELD priority TYPE string VALUES low|medium|high REQUIRED yes
FIELD description TYPE string REQUIRED yes
BROKEN_OUTPUT
{"priority":"urgent"}
Target: {"priority":"high","description":""}
Key results
| Method | Schema Success (unseen) | Schema Success (random fields) |
|---|---|---|
| json-repair | 65.2% | 64.0% |
| CodeT5+ + JSON Schema | 55.0% | — |
| CodeT5+ + ConstraintDSL | 96.3% | 91.9% |
Schema ablation study
Full ablation results are included in results/all_results.json:
| DSL variant | Schema Success |
|---|---|
| Full ConstraintDSL | 96.3% |
| No DSL at all | 78.4% |
| Dummy DSL | 75.0% |
| Conflicting DSL | 88.3% |
| Shuffled field names | 73.4% |
| Shuffled enum values | 89.8% |
| Shuffled required flags | 93.2% |
| Minimal DSL | 82.5% |
| Field names only | 72.2% |
Known limitations
The benchmark uses synthetically generated schemas and corruptions. A showcase validation with 25 hand-crafted real-world examples revealed that model performance degrades when field names overlap with training vocabulary — the model may substitute field names (e.g., action → active, contract_id → consign_id). See the model card for details.
Files
train.jsonl/validation.jsonl/test_seen.jsonl/test_unseen.jsonl/test_random_fields.jsonlresults/all_results.json— all experiment results including ablations
Each example contains
{
"input": "TASK repair_structured_output\n\nSPEC\n...",
"target": "{\"priority\":\"high\",\"description\":\"\"}",
"corruption_type": "invalid_enum",
"schema": {"type": "object", "properties": {...}, "required": [...]},
"invalid_json": "{\"priority\":\"urgent\"}",
"error": "Field 'priority' has invalid enum value 'urgent'",
"target_json": "{\"priority\":\"high\",\"description\":\"\"}"
}
Citation
@software{structfix_bench,
title = {StructFix-Bench: A Benchmark for Schema-Aware Structured Output Recovery},
author = {Ottema},
year = {2026},
url = {https://huggingface.co/datasets/ottema/structfix-bench}
}
License
Apache-2.0
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