Triple

T5324713

Position	Surface form	Disambiguated ID	Type / Status
Subject	Risk Management Agency	`E121757`	entity
Predicate	follows	`P134`	FINISHED
Object	Federal Crop Insurance Act The Federal Crop Insurance Act is a U.S. law that establishes and governs the federal crop insurance program to help farmers manage agricultural production and price risks.	`E511882`	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: Federal Crop Insurance Act | Statement: [Risk Management Agency, follows, Federal Crop Insurance Act]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Federal Crop Insurance Act
Context triple: [Risk Management Agency, follows, Federal Crop Insurance Act]

A. 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.
B. Farm Security and Rural Investment Act of 2002
The Farm Security and Rural Investment Act of 2002 is a comprehensive U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
C. Farm Credit Act of 1933
The Farm Credit Act of 1933 was a New Deal-era U.S. law that reorganized and expanded federal agricultural credit programs to provide relief to struggling farmers during the Great Depression.
D. 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.
E. United States farm bill
The United States farm bill is a comprehensive, multi-year federal law that governs agricultural policy, nutrition assistance programs like SNAP, conservation efforts, and rural development across the country.
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: Federal Crop Insurance Act
Triple: [Risk Management Agency, follows, Federal Crop Insurance Act]

Generated description

The Federal Crop Insurance Act is a U.S. law that establishes and governs the federal crop insurance program to help farmers manage agricultural production and price risks.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Federal Crop Insurance Act
Target entity description: The Federal Crop Insurance Act is a U.S. law that establishes and governs the federal crop insurance program to help farmers manage agricultural production and price risks.

A. 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.
B. Farm Security and Rural Investment Act of 2002
The Farm Security and Rural Investment Act of 2002 is a comprehensive U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
C. Farm Credit Act of 1933
The Farm Credit Act of 1933 was a New Deal-era U.S. law that reorganized and expanded federal agricultural credit programs to provide relief to struggling farmers during the Great Depression.
D. 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.
E. United States farm bill
The United States farm bill is a comprehensive, multi-year federal law that governs agricultural policy, nutrition assistance programs like SNAP, conservation efforts, and rural development across the country.
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_69bd463d956c819088105c3db802c017`	completed	March 20, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69bd857b41e0819091a51286d0de214c`	completed	March 20, 2026, 5:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf18abdcc48190bca5c7fc354c2471`	completed	March 21, 2026, 10:16 p.m.
NEDg	Description generation	`batch_69bf19a73b888190a903124a9da5e172`	completed	March 21, 2026, 10:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf19fc79148190a02c4ddf2f6abdf7`	completed	March 21, 2026, 10:21 p.m.

Created at: March 20, 2026, 1:59 p.m.