Triple

T2259360
Position Surface form Disambiguated ID Type / Status
Subject Immigration Reform and Control Act of 1986 E50000 entity
Predicate legalizationProgram P18197 FINISHED
Object Special Agricultural Worker program
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.
E250304 NE FINISHED

How this triple was built (4 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: [Immigration Reform and Control Act of 1986, legalizationProgram, Special Agricultural Worker program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Agricultural Worker program
Context triple: [Immigration Reform and Control Act of 1986, legalizationProgram, Special Agricultural Worker program]
  • A. 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.
  • B. Migrant Education Program
    The Migrant Education Program is a U.S. federal initiative that provides supplemental educational and support services to help children of migratory agricultural workers overcome educational disruption and other barriers to academic success.
  • C. U visa
    The U visa is a U.S. nonimmigrant visa that provides temporary legal status and work authorization to certain noncitizen victims of serious crimes who assist law enforcement in investigating or prosecuting those crimes.
  • D. T visa
    The T visa is a U.S. nonimmigrant visa that allows certain victims of severe human trafficking to remain in the United States and access protection and services while assisting law enforcement.
  • E. Fulbright Specialist Program
    The Fulbright Specialist Program is a U.S. Department of State initiative that sends American academic and professional experts on short-term, project-based exchanges to collaborate with host institutions around the world.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Special Agricultural Worker program
Triple: [Immigration Reform and Control Act of 1986, legalizationProgram, Special Agricultural Worker program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Agricultural Worker program
Target entity description: 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.
  • A. 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.
  • B. Migrant Education Program
    The Migrant Education Program is a U.S. federal initiative that provides supplemental educational and support services to help children of migratory agricultural workers overcome educational disruption and other barriers to academic success.
  • C. U visa
    The U visa is a U.S. nonimmigrant visa that provides temporary legal status and work authorization to certain noncitizen victims of serious crimes who assist law enforcement in investigating or prosecuting those crimes.
  • D. T visa
    The T visa is a U.S. nonimmigrant visa that allows certain victims of severe human trafficking to remain in the United States and access protection and services while assisting law enforcement.
  • E. Fulbright Specialist Program
    The Fulbright Specialist Program is a U.S. Department of State initiative that sends American academic and professional experts on short-term, project-based exchanges to collaborate with host institutions around the world.
  • F. None of above. chosen

Provenance (5 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc5b262488190b6455d1d28d2306d completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71c8c9b881909b5292110a87301a completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae7358834c8190a61f6d46dddc7b4c completed March 9, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69ae73f1745881908a1015124afa0f7f completed March 9, 2026, 7:17 a.m.
Created at: March 4, 2026, 7:48 p.m.