schema_version string | prompt string | chosen string | rejected string | source_task_id string | failure_dimension string | source_mode string | edgecase_tags list | audit_probes list | chosen_source string | rejected_mutator_id string | target_violation_dimension string | evaluator_pass_chosen bool | evaluator_pass_rejected bool | evaluator_total_score_chosen float64 | evaluator_total_score_rejected float64 | evaluator_scores_chosen dict | evaluator_scores_rejected dict | pass_threshold float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1.1 | ## Task
task_id: tb_v01_000001
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 360 ONE Wealth
domain: iiflwealth.com
segment_hint: Financial Services
region: AS
employees_bucket: 501-1000
## Hiring_signal_brief
Public careers pages for 360 ONE Wealth (iiflwe... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I saw a small set of engineering roles surfaced for 360 ONE Wealth... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I saw a small set of engineering roles surfaced for 360 ONE Wealth... | tb_v01_000001 | weak_signal_calibration | trace_derived | [
"thin_public_roles",
"ask_dont_assert"
] | [
"ADV-SIG-01",
"ADV-SIG-02"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 56.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 1
} | 75 |
1.1 | ## Task
task_id: tb_v01_000001
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 360 ONE Wealth
domain: iiflwealth.com
segment_hint: Financial Services
region: AS
employees_bucket: 501-1000
## Hiring_signal_brief
Public careers pages for 360 ONE Wealth (iiflwe... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I saw a small set of engineering roles surfaced for 360 ONE Wealth... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I saw a small set of engineering roles surfaced for 360 ONE Wealth... | tb_v01_000001 | weak_signal_calibration | trace_derived | [
"thin_public_roles",
"ask_dont_assert"
] | [
"ADV-SIG-01",
"ADV-SIG-02"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000001
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 360 ONE Wealth
domain: iiflwealth.com
segment_hint: Financial Services
region: AS
employees_bucket: 501-1000
## Hiring_signal_brief
Public careers pages for 360 ONE Wealth (iiflwe... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I saw a small set of engineering roles surfaced for 360 ONE Wealth... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000001 | weak_signal_calibration | trace_derived | [
"thin_public_roles",
"ask_dont_assert"
] | [
"ADV-SIG-01",
"ADV-SIG-02"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000002
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 3A Chemie
domain: 3achemie.co.in
segment_hint: Chemical
region: AS
employees_bucket: 11-50
## Hiring_signal_brief
Job-board scrapes disagree on open count for 3A Chemie; signal is... | Subject: Open roles — verify current priority?
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public job posts for 3A Chemie look inconsistent across boar... | Subject: Open roles — verify current priority?
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public job posts for 3A Chemie look inconsistent across boar... | tb_v01_000002 | weak_signal_calibration | trace_derived | [
"conflicting_job_boards"
] | [
"ADV-SIG-03"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000002
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 3A Chemie
domain: 3achemie.co.in
segment_hint: Chemical
region: AS
employees_bucket: 11-50
## Hiring_signal_brief
Job-board scrapes disagree on open count for 3A Chemie; signal is... | Subject: Open roles — verify current priority?
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public job posts for 3A Chemie look inconsistent across boar... | Subject: Open roles — verify current priority?
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public job posts for 3A Chemie look inconsistent across boar... | tb_v01_000002 | weak_signal_calibration | trace_derived | [
"conflicting_job_boards"
] | [
"ADV-SIG-03"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000002
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 3A Chemie
domain: 3achemie.co.in
segment_hint: Chemical
region: AS
employees_bucket: 11-50
## Hiring_signal_brief
Job-board scrapes disagree on open count for 3A Chemie; signal is... | Subject: Open roles — verify current priority?
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public job posts for 3A Chemie look inconsistent across boar... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000002 | weak_signal_calibration | trace_derived | [
"conflicting_job_boards"
] | [
"ADV-SIG-03"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000003
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 3D4Medical.com
domain: applications.3d4medical.com
segment_hint: 3D Technology
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Leadership pages do not confirm engineerin... | Subject: Leadership hiring signal
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I could not confirm a CTO-level search from public pages alone for 3D4Medical... | Subject: Leadership hiring signal
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I could not confirm a CTO-level search from public pages alone for 3D4Medical... | tb_v01_000003 | weak_signal_calibration | trace_derived | [
"leadership_unconfirmed"
] | [
"ADV-SIG-04"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000003
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 3D4Medical.com
domain: applications.3d4medical.com
segment_hint: 3D Technology
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Leadership pages do not confirm engineerin... | Subject: Leadership hiring signal
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I could not confirm a CTO-level search from public pages alone for 3D4Medical... | Subject: Leadership hiring signal
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I could not confirm a CTO-level search from public pages alone for 3D4Medical... | tb_v01_000003 | weak_signal_calibration | trace_derived | [
"leadership_unconfirmed"
] | [
"ADV-SIG-04"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000003
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: 3D4Medical.com
domain: applications.3d4medical.com
segment_hint: 3D Technology
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Leadership pages do not confirm engineerin... | Subject: Leadership hiring signal
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I could not confirm a CTO-level search from public pages alone for 3D4Medical... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000003 | weak_signal_calibration | trace_derived | [
"leadership_unconfirmed"
] | [
"ADV-SIG-04"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000004
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Accelerant Venture Capital
domain: accelerantventurecapital.com
segment_hint: B2B
region: US
employees_bucket: unknown
## Hiring_signal_brief
Funding markers are stale in public d... | Subject: Hiring after public funding markers
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
External databases show mixed freshness on funding for Accelera... | Subject: Hiring after public funding markers
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
External databases show mixed freshness on funding for Accelera... | tb_v01_000004 | weak_signal_calibration | trace_derived | [
"funding_stale_or_null"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000004
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Accelerant Venture Capital
domain: accelerantventurecapital.com
segment_hint: B2B
region: US
employees_bucket: unknown
## Hiring_signal_brief
Funding markers are stale in public d... | Subject: Hiring after public funding markers
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
External databases show mixed freshness on funding for Accelera... | Subject: Hiring after public funding markers
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
External databases show mixed freshness on funding for Accelera... | tb_v01_000004 | weak_signal_calibration | trace_derived | [
"funding_stale_or_null"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000004
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Accelerant Venture Capital
domain: accelerantventurecapital.com
segment_hint: B2B
region: US
employees_bucket: unknown
## Hiring_signal_brief
Funding markers are stale in public d... | Subject: Hiring after public funding markers
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
External databases show mixed freshness on funding for Accelera... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000004 | weak_signal_calibration | trace_derived | [
"funding_stale_or_null"
] | [
"ADV-SIG-01"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000005
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Access Home Health Care
domain: accesshhc.com
segment_hint: Health Care
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Public AI-maturity estimate for Access Home Healt... | Subject: Exploratory note on engineering hiring
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
From public pages, maturity signals look thin for Access Home... | Subject: Exploratory note on engineering hiring
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
From public pages, maturity signals look thin for Access Home... | tb_v01_000005 | weak_signal_calibration | trace_derived | [
"ai_maturity_gate_segment4",
"icp_exploratory"
] | [
"ADV-SIG-01",
"ADV-SIG-03"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000005
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Access Home Health Care
domain: accesshhc.com
segment_hint: Health Care
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Public AI-maturity estimate for Access Home Healt... | Subject: Exploratory note on engineering hiring
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
From public pages, maturity signals look thin for Access Home... | Subject: Exploratory note on engineering hiring
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
From public pages, maturity signals look thin for Access Home... | tb_v01_000005 | weak_signal_calibration | trace_derived | [
"ai_maturity_gate_segment4",
"icp_exploratory"
] | [
"ADV-SIG-01",
"ADV-SIG-03"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000005
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Access Home Health Care
domain: accesshhc.com
segment_hint: Health Care
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Public AI-maturity estimate for Access Home Healt... | Subject: Exploratory note on engineering hiring
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
From public pages, maturity signals look thin for Access Home... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000005 | weak_signal_calibration | trace_derived | [
"ai_maturity_gate_segment4",
"icp_exploratory"
] | [
"ADV-SIG-01",
"ADV-SIG-03"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000006
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Aceiss
domain: aceiss.com
segment_hint: Cyber Security
region: US
employees_bucket: 1-10
## Hiring_signal_brief
ICP match confidence is low (abstain). Hiring signal exists but is ... | Subject: Question: hiring signal clarity
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Public hiring signal for Aceiss looks ambiguous from the outs... | Subject: Question: hiring signal clarity
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Public hiring signal for Aceiss looks ambiguous from the outs... | tb_v01_000006 | weak_signal_calibration | trace_derived | [
"icp_abstain",
"weak_job_signal_workspace_pattern"
] | [
"ADV-SIG-02"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 82.4 | 64.8 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000006
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Aceiss
domain: aceiss.com
segment_hint: Cyber Security
region: US
employees_bucket: 1-10
## Hiring_signal_brief
ICP match confidence is low (abstain). Hiring signal exists but is ... | Subject: Question: hiring signal clarity
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Public hiring signal for Aceiss looks ambiguous from the outs... | Subject: Question: hiring signal clarity
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Public hiring signal for Aceiss looks ambiguous from the outs... | tb_v01_000006 | weak_signal_calibration | trace_derived | [
"icp_abstain",
"weak_job_signal_workspace_pattern"
] | [
"ADV-SIG-02"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 82.4 | 64.8 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000006
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Aceiss
domain: aceiss.com
segment_hint: Cyber Security
region: US
employees_bucket: 1-10
## Hiring_signal_brief
ICP match confidence is low (abstain). Hiring signal exists but is ... | Subject: Question: hiring signal clarity
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Public hiring signal for Aceiss looks ambiguous from the outs... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000006 | weak_signal_calibration | trace_derived | [
"icp_abstain",
"weak_job_signal_workspace_pattern"
] | [
"ADV-SIG-02"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 82.4 | 60 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000007
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: ACP Immo
domain: acp-immo.fr
segment_hint: Property Development
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Fewer than five credible open engineering roles after fil... | Subject: Small public role footprint
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
I only see a handful of engineering roles publicly for ACP Immo. Is hiri... | Subject: Small public role footprint
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
I only see a handful of engineering roles publicly for ACP Immo. Is hiri... | tb_v01_000007 | weak_signal_calibration | trace_derived | [
"under_five_roles",
"no_velocity_hyperbole"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000007
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: ACP Immo
domain: acp-immo.fr
segment_hint: Property Development
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Fewer than five credible open engineering roles after fil... | Subject: Small public role footprint
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
I only see a handful of engineering roles publicly for ACP Immo. Is hiri... | Subject: Small public role footprint
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
I only see a handful of engineering roles publicly for ACP Immo. Is hiri... | tb_v01_000007 | weak_signal_calibration | trace_derived | [
"under_five_roles",
"no_velocity_hyperbole"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000007
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: ACP Immo
domain: acp-immo.fr
segment_hint: Property Development
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Fewer than five credible open engineering roles after fil... | Subject: Small public role footprint
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
I only see a handful of engineering roles publicly for ACP Immo. Is hiri... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000007 | weak_signal_calibration | trace_derived | [
"under_five_roles",
"no_velocity_hyperbole"
] | [
"ADV-SIG-01"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000008
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Actuate Ventures
domain: actuateventures.co
segment_hint: Advanced Materials
region: US
employees_bucket: unknown
## Hiring_signal_brief
Layoffs snapshot shows no matching row—abs... | Subject: Timing check — hiring outreach
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Our public workforce trackers did not surface a clear event for Ac... | Subject: Timing check — hiring outreach
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Our public workforce trackers did not surface a clear event for Ac... | tb_v01_000008 | weak_signal_calibration | trace_derived | [
"layoff_absence_not_proof",
"time_shift_honesty"
] | [
"ADV-SIG-02",
"ADV-GAP-03"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 82.4 | 64.8 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000008
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Actuate Ventures
domain: actuateventures.co
segment_hint: Advanced Materials
region: US
employees_bucket: unknown
## Hiring_signal_brief
Layoffs snapshot shows no matching row—abs... | Subject: Timing check — hiring outreach
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Our public workforce trackers did not surface a clear event for Ac... | Subject: Timing check — hiring outreach
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Our public workforce trackers did not surface a clear event for Ac... | tb_v01_000008 | weak_signal_calibration | trace_derived | [
"layoff_absence_not_proof",
"time_shift_honesty"
] | [
"ADV-SIG-02",
"ADV-GAP-03"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 82.4 | 64.8 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000008
failure_dimension: weak_signal_calibration
source_mode: trace_derived
partition: train
## Prospect
company: Actuate Ventures
domain: actuateventures.co
segment_hint: Advanced Materials
region: US
employees_bucket: unknown
## Hiring_signal_brief
Layoffs snapshot shows no matching row—abs... | Subject: Timing check — hiring outreach
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests a thin set of two to three engineering roles on careers pages. I may still lack internal context.
Our public workforce trackers did not surface a clear event for Ac... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000008 | weak_signal_calibration | trace_derived | [
"layoff_absence_not_proof",
"time_shift_honesty"
] | [
"ADV-SIG-02",
"ADV-GAP-03"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 82.4 | 60 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000009
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Aegis Professional Consultants
domain: aegisconsultants.xyz
segment_hint: Consulting
region: AS
employees_bucket: 1-10
## Hiring_signal_brief
Social posts rumor a new VP Engineerin... | Subject: Leadership change — verify before I speak
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
I saw chatter about leadership movement involving Aeg... | Subject: Leadership change — verify before I speak
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
I saw chatter about leadership movement involving Aeg... | tb_v01_000009 | weak_signal_calibration | programmatic | [
"leadership_rumor_unverified"
] | [
"ADV-SIG-04"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000009
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Aegis Professional Consultants
domain: aegisconsultants.xyz
segment_hint: Consulting
region: AS
employees_bucket: 1-10
## Hiring_signal_brief
Social posts rumor a new VP Engineerin... | Subject: Leadership change — verify before I speak
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
I saw chatter about leadership movement involving Aeg... | Subject: Leadership change — verify before I speak
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
I saw chatter about leadership movement involving Aeg... | tb_v01_000009 | weak_signal_calibration | programmatic | [
"leadership_rumor_unverified"
] | [
"ADV-SIG-04"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000009
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Aegis Professional Consultants
domain: aegisconsultants.xyz
segment_hint: Consulting
region: AS
employees_bucket: 1-10
## Hiring_signal_brief
Social posts rumor a new VP Engineerin... | Subject: Leadership change — verify before I speak
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
I saw chatter about leadership movement involving Aeg... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000009 | weak_signal_calibration | programmatic | [
"leadership_rumor_unverified"
] | [
"ADV-SIG-04"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000010
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AeroInnovate
domain: aeroinnovate.org
segment_hint: B2B
region: US
employees_bucket: 1-10
## Hiring_signal_brief
Press mentions a round; Crunchbase ODM row disagrees on timing—do n... | Subject: Funding + open roles (verify)
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Public sources disagree about recent funding context for Aer... | Subject: Funding + open roles (verify)
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Public sources disagree about recent funding context for Aer... | tb_v01_000010 | weak_signal_calibration | programmatic | [
"conflicting_funding_narrative"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000010
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AeroInnovate
domain: aeroinnovate.org
segment_hint: B2B
region: US
employees_bucket: 1-10
## Hiring_signal_brief
Press mentions a round; Crunchbase ODM row disagrees on timing—do n... | Subject: Funding + open roles (verify)
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Public sources disagree about recent funding context for Aer... | Subject: Funding + open roles (verify)
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Public sources disagree about recent funding context for Aer... | tb_v01_000010 | weak_signal_calibration | programmatic | [
"conflicting_funding_narrative"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000010
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AeroInnovate
domain: aeroinnovate.org
segment_hint: B2B
region: US
employees_bucket: 1-10
## Hiring_signal_brief
Press mentions a round; Crunchbase ODM row disagrees on timing—do n... | Subject: Funding + open roles (verify)
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Public sources disagree about recent funding context for Aer... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000010 | weak_signal_calibration | programmatic | [
"conflicting_funding_narrative"
] | [
"ADV-SIG-01"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000011
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Affinity Federal Credit Union
domain: affinityfcu.com
segment_hint: Accounting
region: SA
employees_bucket: 251-500
## Hiring_signal_brief
Peer companies show loud hiring; Affinity... | Subject: Hiring visibility contrast
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Peers in Accounting are noisier on public hiring than Affinity Federal... | Subject: Hiring visibility contrast
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Peers in Accounting are noisier on public hiring than Affinity Federal... | tb_v01_000011 | weak_signal_calibration | programmatic | [
"peer_noise_target_quiet",
"weak_signal_not_insult"
] | [
"ADV-SIG-03",
"ADV-GAP-01"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000011
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Affinity Federal Credit Union
domain: affinityfcu.com
segment_hint: Accounting
region: SA
employees_bucket: 251-500
## Hiring_signal_brief
Peer companies show loud hiring; Affinity... | Subject: Hiring visibility contrast
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Peers in Accounting are noisier on public hiring than Affinity Federal... | Subject: Hiring visibility contrast
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Peers in Accounting are noisier on public hiring than Affinity Federal... | tb_v01_000011 | weak_signal_calibration | programmatic | [
"peer_noise_target_quiet",
"weak_signal_not_insult"
] | [
"ADV-SIG-03",
"ADV-GAP-01"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000011
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Affinity Federal Credit Union
domain: affinityfcu.com
segment_hint: Accounting
region: SA
employees_bucket: 251-500
## Hiring_signal_brief
Peer companies show loud hiring; Affinity... | Subject: Hiring visibility contrast
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests roughly a dozen public engineering postings after de-duplication. I may still lack internal context.
Peers in Accounting are noisier on public hiring than Affinity Federal... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000011 | weak_signal_calibration | programmatic | [
"peer_noise_target_quiet",
"weak_signal_not_insult"
] | [
"ADV-SIG-03",
"ADV-GAP-01"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000012
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AFTER
domain: aftercare.co
segment_hint: Big Data
region: unknown
employees_bucket: 1-10
## Hiring_signal_brief
60-day job velocity metric is undefined—scrapes too sparse to comput... | Subject: Role changes over time
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I do not have a trustworthy 60-day velocity read from public pages alone for AF... | Subject: Role changes over time
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I do not have a trustworthy 60-day velocity read from public pages alone for AF... | tb_v01_000012 | weak_signal_calibration | programmatic | [
"velocity_undefined",
"no_invented_metrics"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000012
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AFTER
domain: aftercare.co
segment_hint: Big Data
region: unknown
employees_bucket: 1-10
## Hiring_signal_brief
60-day job velocity metric is undefined—scrapes too sparse to comput... | Subject: Role changes over time
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I do not have a trustworthy 60-day velocity read from public pages alone for AF... | Subject: Role changes over time
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I do not have a trustworthy 60-day velocity read from public pages alone for AF... | tb_v01_000012 | weak_signal_calibration | programmatic | [
"velocity_undefined",
"no_invented_metrics"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000012
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AFTER
domain: aftercare.co
segment_hint: Big Data
region: unknown
employees_bucket: 1-10
## Hiring_signal_brief
60-day job velocity metric is undefined—scrapes too sparse to comput... | Subject: Role changes over time
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
I do not have a trustworthy 60-day velocity read from public pages alone for AF... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000012 | weak_signal_calibration | programmatic | [
"velocity_undefined",
"no_invented_metrics"
] | [
"ADV-SIG-01"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000013
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AGROIMPEX
domain: agroimpex.com
segment_hint: Agriculture
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Classic Segment 1 window may exist but public proof is thin—ask ... | Subject: Post-fundraising hiring (verify)
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Some databases hint at a recent Series or funding marker for AGROIMPEX... | Subject: Post-fundraising hiring (verify)
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Some databases hint at a recent Series or funding marker for AGROIMPEX... | tb_v01_000013 | weak_signal_calibration | programmatic | [
"segment1_thin_proof"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 82.4 | 64.8 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000013
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AGROIMPEX
domain: agroimpex.com
segment_hint: Agriculture
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Classic Segment 1 window may exist but public proof is thin—ask ... | Subject: Post-fundraising hiring (verify)
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Some databases hint at a recent Series or funding marker for AGROIMPEX... | Subject: Post-fundraising hiring (verify)
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Some databases hint at a recent Series or funding marker for AGROIMPEX... | tb_v01_000013 | weak_signal_calibration | programmatic | [
"segment1_thin_proof"
] | [
"ADV-SIG-01"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 82.4 | 64.8 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000013
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: AGROIMPEX
domain: agroimpex.com
segment_hint: Agriculture
region: EU
employees_bucket: 11-50
## Hiring_signal_brief
Classic Segment 1 window may exist but public proof is thin—ask ... | Subject: Post-fundraising hiring (verify)
Hello,
Public signals include a $22M Series B referenced publicly for January 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Some databases hint at a recent Series or funding marker for AGROIMPEX... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000013 | weak_signal_calibration | programmatic | [
"segment1_thin_proof"
] | [
"ADV-SIG-01"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 82.4 | 60 | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000014
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Aikai Electrical Appliances
domain: bhbxgw.com
segment_hint: Electronics
region: AS
employees_bucket: 501-1000
## Hiring_signal_brief
BuiltWith/tech signals suggest stack; hiring n... | Subject: Stack signal vs hiring intent
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public stack hints for Aikai Electrical Appliances may not reflect w... | Subject: Stack signal vs hiring intent
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public stack hints for Aikai Electrical Appliances may not reflect w... | tb_v01_000014 | weak_signal_calibration | programmatic | [
"stack_signal_not_hiring_proof"
] | [
"ADV-SIG-03"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000014
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Aikai Electrical Appliances
domain: bhbxgw.com
segment_hint: Electronics
region: AS
employees_bucket: 501-1000
## Hiring_signal_brief
BuiltWith/tech signals suggest stack; hiring n... | Subject: Stack signal vs hiring intent
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public stack hints for Aikai Electrical Appliances may not reflect w... | Subject: Stack signal vs hiring intent
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public stack hints for Aikai Electrical Appliances may not reflect w... | tb_v01_000014 | weak_signal_calibration | programmatic | [
"stack_signal_not_hiring_proof"
] | [
"ADV-SIG-03"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000014
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Aikai Electrical Appliances
domain: bhbxgw.com
segment_hint: Electronics
region: AS
employees_bucket: 501-1000
## Hiring_signal_brief
BuiltWith/tech signals suggest stack; hiring n... | Subject: Stack signal vs hiring intent
Hello,
Public signals include a $9M seed extension referenced publicly for October 2025; posting visibility suggests seven open engineering roles indexed in the last 60 days. I may still lack internal context.
Public stack hints for Aikai Electrical Appliances may not reflect w... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000014 | weak_signal_calibration | programmatic | [
"stack_signal_not_hiring_proof"
] | [
"ADV-SIG-03"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000015
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Airseekers Robotics
domain: airseekers-robotics.com
segment_hint: Home and Garden
region: US
employees_bucket: 11-50
## Hiring_signal_brief
Public careers pages for Airseekers Robo... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I saw a small set of engineering roles surfaced for Airseekers Ro... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I saw a small set of engineering roles surfaced for Airseekers Ro... | tb_v01_000015 | weak_signal_calibration | programmatic | [
"thin_public_roles",
"ask_dont_assert"
] | [
"ADV-SIG-01",
"ADV-SIG-02"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000015
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Airseekers Robotics
domain: airseekers-robotics.com
segment_hint: Home and Garden
region: US
employees_bucket: 11-50
## Hiring_signal_brief
Public careers pages for Airseekers Robo... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I saw a small set of engineering roles surfaced for Airseekers Ro... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I saw a small set of engineering roles surfaced for Airseekers Ro... | tb_v01_000015 | weak_signal_calibration | programmatic | [
"thin_public_roles",
"ask_dont_assert"
] | [
"ADV-SIG-01",
"ADV-SIG-02"
] | benchmark_candidate | weak_strip_soft_and_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000015
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Airseekers Robotics
domain: airseekers-robotics.com
segment_hint: Home and Garden
region: US
employees_bucket: 11-50
## Hiring_signal_brief
Public careers pages for Airseekers Robo... | Subject: Question: engineering hiring cadence
Hello,
Public signals include a $18M Series A referenced publicly for March 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
I saw a small set of engineering roles surfaced for Airseekers Ro... | Subject: General follow-up
Hello,
Following up on general industry trends.
Best,
Research Partner
Tenacious Intelligence Corporation
gettenacious.com | tb_v01_000015 | weak_signal_calibration | programmatic | [
"thin_public_roles",
"ask_dont_assert"
] | [
"ADV-SIG-01",
"ADV-SIG-02"
] | benchmark_candidate | grounding_strip_required_signals | grounding | true | false | 100 | 60 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 1,
"confidence_calibration": 1,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | 75 |
1.1 | ## Task
task_id: tb_v01_000016
failure_dimension: weak_signal_calibration
source_mode: programmatic
partition: train
## Prospect
company: Airtouch
domain: airtouchsolar.com
segment_hint: Renewable Energy
region: AS
employees_bucket: 51-100
## Hiring_signal_brief
Job-board scrapes disagree on open count for Airtouch; ... | Subject: Open roles — verify current priority?
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
Public job posts for Airtouch look inconsistent across boards... | Subject: Open roles — verify current priority?
Hello,
Public signals include a $14M Series A referenced publicly for February 2025; posting visibility suggests five public engineering postings with mixed board agreement. I may still lack internal context.
Public job posts for Airtouch look inconsistent across boards... | tb_v01_000016 | weak_signal_calibration | programmatic | [
"conflicting_job_boards"
] | [
"ADV-SIG-03"
] | benchmark_candidate | weak_hard_assert | confidence_calibration | true | false | 100 | 64.8 | {
"grounding": 5,
"confidence_calibration": 5,
"tone_safety": 5,
"bench_safety": 5,
"format": 5
} | {
"grounding": 5,
"confidence_calibration": 1,
"tone_safety": 1,
"bench_safety": 5,
"format": 5
} | 75 |
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