Triple

T20794860
Position Surface form Disambiguated ID Type / Status
Subject Public Law 99-198 E511884 entity
Predicate amends P1121 FINISHED
Object Consolidated Farm and Rural Development Act
The Consolidated Farm and Rural Development Act is a key U.S. federal law that provides authority and programs for agricultural credit, rural development, and farm loan assistance administered primarily by the Department of Agriculture.
E1451341 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: Consolidated Farm and Rural Development Act | Statement: [Public Law 99-198, amends, Consolidated Farm and Rural Development Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Consolidated Farm and Rural Development Act
Context triple: [Public Law 99-198, amends, Consolidated Farm and Rural Development Act]
  • A. Agricultural Act of 1954
    The Agricultural Act of 1954 was a major U.S. farm policy law that revised price support and surplus management programs to stabilize agricultural markets and farm incomes in the postwar era.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Food and Agriculture Act of 1965
    The Food and Agriculture Act of 1965 was a major U.S. federal law that reshaped agricultural policy by revising price supports, production controls, and farm income support programs for American farmers.
  • 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: Consolidated Farm and Rural Development Act
Triple: [Public Law 99-198, amends, Consolidated Farm and Rural Development Act]
Generated description
The Consolidated Farm and Rural Development Act is a key U.S. federal law that provides authority and programs for agricultural credit, rural development, and farm loan assistance administered primarily by the Department of Agriculture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Consolidated Farm and Rural Development Act
Target entity description: The Consolidated Farm and Rural Development Act is a key U.S. federal law that provides authority and programs for agricultural credit, rural development, and farm loan assistance administered primarily by the Department of Agriculture.
  • A. Agricultural Act of 1954
    The Agricultural Act of 1954 was a major U.S. farm policy law that revised price support and surplus management programs to stabilize agricultural markets and farm incomes in the postwar era.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Food and Agriculture Act of 1965
    The Food and Agriculture Act of 1965 was a major U.S. federal law that reshaped agricultural policy by revising price supports, production controls, and farm income support programs for American farmers.
  • 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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2abbcc8819091bb0225a0650ab6 completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8be96c88190ac0e4385260f1960 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f98877788190b9377f06807e3197 completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa5e11f88190a615efec01873577 completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:39 p.m.