Triple

T1076067

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States federal farm programs	`E23841`	entity
Predicate	legalBasis	`P125`	FINISHED
Object	Agricultural Act of 2014 The Agricultural Act of 2014 is a comprehensive U.S. farm bill that reformed agricultural subsidies, conservation programs, and nutrition assistance policies for several years.	`E123402`	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: Agricultural Act of 2014 | Statement: [United States federal farm programs, legalBasis, Agricultural Act of 2014]

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

Target entity: Agricultural Act of 2014
Context triple: [United States federal farm programs, legalBasis, Agricultural Act of 2014]

A. Agriculture Improvement Act of 2018
The Agriculture Improvement Act of 2018 is a comprehensive U.S. farm bill that reauthorized and updated federal agriculture, conservation, and nutrition assistance programs, including SNAP, for several years.
B. Food and Agriculture Act of 1977
The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
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. 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.
E. Food Security Act of 1985
The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
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: Agricultural Act of 2014
Triple: [United States federal farm programs, legalBasis, Agricultural Act of 2014]

Generated description

The Agricultural Act of 2014 is a comprehensive U.S. farm bill that reformed agricultural subsidies, conservation programs, and nutrition assistance policies for several years.

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

Target entity: Agricultural Act of 2014
Target entity description: The Agricultural Act of 2014 is a comprehensive U.S. farm bill that reformed agricultural subsidies, conservation programs, and nutrition assistance policies for several years.

A. Agriculture Improvement Act of 2018
The Agriculture Improvement Act of 2018 is a comprehensive U.S. farm bill that reauthorized and updated federal agriculture, conservation, and nutrition assistance programs, including SNAP, for several years.
B. Food and Agriculture Act of 1977
The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
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. 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.
E. Food Security Act of 1985
The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
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_69a493f1ddf48190a99d54b00e99f8ce`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b940d4848190930e73597afd1fcf`	completed	March 1, 2026, 10:10 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac42abc7a08190a34f5b2d393db30e`	completed	March 7, 2026, 3:22 p.m.
NEDg	Description generation	`batch_69ac4336328481908aba0260c6504a1a`	completed	March 7, 2026, 3:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac43b393748190a5fa81b7ab7fa911`	completed	March 7, 2026, 3:26 p.m.

Created at: March 1, 2026, 7:42 p.m.