Triple

T11484713
Position Surface form Disambiguated ID Type / Status
Subject Migrant and Seasonal Agricultural Worker Protection Act E272244 entity
Predicate replaced P101 FINISHED
Object Farm Labor Contractor Registration Act of 1963
The Farm Labor Contractor Registration Act of 1963 was a U.S. federal law that sought to regulate and protect migrant farm workers by requiring farm labor contractors to register and meet certain labor standards.
E928683 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: Farm Labor Contractor Registration Act of 1963 | Statement: [Migrant and Seasonal Agricultural Worker Protection Act, replaced, Farm Labor Contractor Registration Act of 1963]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farm Labor Contractor Registration Act of 1963
Context triple: [Migrant and Seasonal Agricultural Worker Protection Act, replaced, Farm Labor Contractor Registration Act of 1963]
  • A. Agricultural Act of 1970
    The Agricultural Act of 1970 was a major U.S. farm bill that restructured federal agricultural support programs, shifting toward more flexible production controls and income support for farmers.
  • B. Bankhead-Jones Farm Tenant Act of 1937
    The Bankhead-Jones Farm Tenant Act of 1937 was a New Deal-era U.S. law that aimed to improve rural livelihoods by providing federal assistance for tenant farmers to purchase land and by enabling government acquisition and conservation-focused management of submarginal farmland.
  • C. Agricultural Act of 1949
    The Agricultural Act of 1949 is a foundational U.S. farm bill that established permanent price support and commodity program authorities that still serve as the legislative baseline for modern agricultural policy.
  • D. Farm Credit Act of 1971
    The Farm Credit Act of 1971 is a U.S. federal law that modernized and consolidated regulations governing the Farm Credit System, providing a more flexible and comprehensive framework for agricultural and rural credit.
  • E. Food and Agriculture Act of 1962
    The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
  • 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: Farm Labor Contractor Registration Act of 1963
Triple: [Migrant and Seasonal Agricultural Worker Protection Act, replaced, Farm Labor Contractor Registration Act of 1963]
Generated description
The Farm Labor Contractor Registration Act of 1963 was a U.S. federal law that sought to regulate and protect migrant farm workers by requiring farm labor contractors to register and meet certain labor standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farm Labor Contractor Registration Act of 1963
Target entity description: The Farm Labor Contractor Registration Act of 1963 was a U.S. federal law that sought to regulate and protect migrant farm workers by requiring farm labor contractors to register and meet certain labor standards.
  • A. Agricultural Act of 1970
    The Agricultural Act of 1970 was a major U.S. farm bill that restructured federal agricultural support programs, shifting toward more flexible production controls and income support for farmers.
  • B. Bankhead-Jones Farm Tenant Act of 1937
    The Bankhead-Jones Farm Tenant Act of 1937 was a New Deal-era U.S. law that aimed to improve rural livelihoods by providing federal assistance for tenant farmers to purchase land and by enabling government acquisition and conservation-focused management of submarginal farmland.
  • C. Agricultural Act of 1949
    The Agricultural Act of 1949 is a foundational U.S. farm bill that established permanent price support and commodity program authorities that still serve as the legislative baseline for modern agricultural policy.
  • D. Farm Credit Act of 1971
    The Farm Credit Act of 1971 is a U.S. federal law that modernized and consolidated regulations governing the Farm Credit System, providing a more flexible and comprehensive framework for agricultural and rural credit.
  • E. Food and Agriculture Act of 1962
    The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85a1ea00c8190b42cdc13a6bc61c3 completed April 10, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e60451a89081909f9534fee6cb809f completed April 20, 2026, 10:47 a.m.
NEDg Description generation batch_69e610a5ea0481908169c58dc0831b76 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e6182b06f88190ab36d976ac989019 completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.