Triple
T10710037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 99-603 |
E252508
|
entity |
| Predicate | createsProgram |
P178
|
FINISHED |
| Object | Special Agricultural Worker program |
E250304
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Special Agricultural Worker program | Statement: [Public Law 99-603, createsProgram, Special Agricultural Worker program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Agricultural Worker program Context triple: [Public Law 99-603, createsProgram, Special Agricultural Worker program]
-
A.
Special Agricultural Worker program
chosen
The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
-
B.
H-2A temporary agricultural worker program
The H-2A temporary agricultural worker program is a U.S. visa program that allows agricultural employers to hire foreign nationals for seasonal or temporary farm work when there are not enough domestic workers available.
-
C.
Bracero Program
The Bracero Program was a bilateral labor agreement between the United States and Mexico that brought millions of Mexican workers to the U.S. to fill agricultural and railroad labor shortages from the 1940s to the 1960s.
-
D.
Migrant and Seasonal Agricultural Worker Protection Act
The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
-
E.
J-1 Exchange Visitor Program
The J-1 Exchange Visitor Program is a U.S. Department of State initiative that facilitates educational and cultural exchange by allowing foreign nationals to participate in approved study, research, teaching, and professional training programs in the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fe515b1081909532a20b61ff6cf0 |
completed | April 9, 2026, 1:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9990f220081909dae41bcec8b4768 |
completed | April 11, 2026, 12:42 a.m. |
Created at: April 8, 2026, 9:13 p.m.