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fbd/write/1
put the text islet into a file called ember_583.txt
write
1
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'ember_583.txt'<...
fbd/write/2
create birch_94.txt containing larch
write
2
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'birch_94.txt'</...
fbd/write/3
save larch thistle as heath_607.txt
write
3
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'heath_607.txt'<...
fbd/write/4
write yarrow to heath_311.txt
write
4
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'heath_311.txt'<...
fbd/write/5
put the text willow yarrow umber into a file called thistle_262.txt
write
5
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'thistle_262.txt...
fbd/write/6
create sedge_842.txt containing pine
write
6
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'sedge_842.txt'<...
fbd/write/7
save moss umber as kelp_971.txt
write
7
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'kelp_971.txt'</...
fbd/write/8
write ember glade willow birch to heath_380.txt
write
8
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'heath_380.txt'<...
fbd/write/9
put the text islet ember fjord into a file called orchid_628.txt
write
9
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'orchid_628.txt'...
fbd/write_then_read/11
after saving orchid quartz sedge glade into orchid_887.txt, read orchid_887.txt back to be sure
write_then_read
11
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'orchid_887...
fbd/write_then_read/12
write ember moss alder to pine_276.txt, then check that pine_276.txt exists
write_then_read
12
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'pine_276.t...
fbd/write_then_read/13
create islet_298.txt with umber heath and confirm the file is there afterwards
write_then_read
13
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'islet_298....
fbd/write_then_read/14
after saving islet yarrow into dune_631.txt, read dune_631.txt back to be sure
write_then_read
14
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'dune_631.t...
fbd/write_then_read/15
write fjord to glade_12.txt, then check that glade_12.txt exists
write_then_read
15
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'glade_12.t...
fbd/write_then_read/16
create larch_481.txt with juniper nettle heath orchid and confirm the file is there afterwards
write_then_read
16
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'larch_481....
fbd/write_then_read/17
after saving larch juniper fjord into quartz_425.txt, read quartz_425.txt back to be sure
write_then_read
17
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'quartz_425...
fbd/write_then_read/18
write kelp heath glade pine to fjord_126.txt, then check that fjord_126.txt exists
write_then_read
18
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'fjord_126....
fbd/write_then_read/19
create vale_45.txt with quartz and confirm the file is there afterwards
write_then_read
19
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_then_read\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'vale_45.tx...
fbd/run_print/21
run python and print 173962
run_print
21
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/run_print/22
use python to print the number 952439
run_print
22
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/run_print/23
print 970791 with a python one-liner
run_print
23
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/run_print/24
run python and print 747945
run_print
24
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/run_print/25
use python to print the number 396273
run_print
25
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/run_print/26
print 784591 with a python one-liner
run_print
26
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/run_print/27
run python and print 680998
run_print
27
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/run_print/28
use python to print the number 119444
run_print
28
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/run_print/29
print 575744 with a python one-liner
run_print
29
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"run_print\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'python'</express...
fbd/write/41
put the text fjord moss into a file called moss_341.txt
write
41
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'moss_341.txt'</...
fbd/write/42
create umber_115.txt containing yarrow
write
42
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'umber_115.txt'<...
fbd/write/43
save orchid larch as birch_293.txt
write
43
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'birch_293.txt'<...
fbd/write/44
write fjord to nettle_533.txt
write
44
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'nettle_533.txt'...
fbd/write/45
put the text islet cedar juniper kelp into a file called islet_428.txt
write
45
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'islet_428.txt'<...
fbd/write/46
create cedar_410.txt containing sedge
write
46
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'cedar_410.txt'<...
fbd/write/47
save reed orchid sedge kelp as larch_65.txt
write
47
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'larch_65.txt'</...
fbd/write/48
write reed willow to reed_324.txt
write
48
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'reed_324.txt'</...
fbd/write/49
put the text dune kelp zephyr reed into a file called cedar_353.txt
write
49
[]
[ { "candidate": "rank1", "rank": 1, "fbd_xml": "<pou name=\"write_file\" pouType=\"program\">\n <interface>\n <localVars>\n <variable name=\"done\"><type><BOOL/></type></variable>\n </localVars>\n </interface>\n <body>\n <FBD>\n <inVariable localId=\"1\"><expression>'cedar_353.txt'<...
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taskweft-fbd-editscore-train

Intents and the IEC 61131-3 Function Block Diagrams that carry them out, as an EditScore-shaped corpus: one root row per intent, three candidates per row (rank1 the reference diagram, rank3 one that compiles and does the wrong thing, rank5 one the compiler refuses), and one score row per candidate from the compiler and a runner that performed the plan. Every row is constructed from a template and a seed, so the labels are true by construction and the corpus regenerates from the seeds. Controls were asserted on every row before the emit.

Three splits. train trains. test is the same distribution with every tenth seed held out: the gate after training. evaluation is whole held-out families and block kinds (write_then_count), never trained or tuned on.

What a row carries

Every artefact is in the parquet; nothing points outside it.

fbd_root, one row per intent: key, intent, template_id, seed, frame_id, blocks (the block kinds and signatures the reference diagram uses), traces (the input traces as JSON strings, empty where the family has none), and the EditScore stub columns.

fbd_candidates, three per row: candidate and rank, fbd_text (the compiler's text form, verbatim), fbd_xml (the PLCopen XML, verbatim), plan_json and result_json (what the compiler planned and what the runner returned, where the family has a runner), fbd_sha (sha256 of the text the candidate was built from), fbd_path (where the writer kept it on disk) and provenance. An artefact a family does not produce is an empty string, never a null.

fbd_scores, three per row: parses, compiles, runs, effect_matches, steps, wall_ms, refusal.

fbd is the joined view and the default config: the root row with its candidates, each carrying its scores.

Rows: 5000 (3375 train, 375 test, 1250 evaluation). Templates: {"write": 1250, "write_then_read": 1250, "run_print": 1250, "write_then_count": 1250}. Compiler: taskweft-fbd-compiler d3279ec. Source: v-sekai-fabric/taskweft-fbd-teacher.

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