Triple

T5324529

Position	Surface form	Disambiguated ID	Type / Status
Subject	Food and Nutrition Act of 2008	`E121754`	entity
Predicate	replaces	`P101`	FINISHED
Object	Food Stamp Act of 1977 The Food Stamp Act of 1977 was a landmark U.S. federal law that modernized and expanded the national food assistance program to help low-income households afford nutritious food.	`E512075`	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: Food Stamp Act of 1977 | Statement: [Food and Nutrition Act of 2008, replaces, Food Stamp Act of 1977]

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

Target entity: Food Stamp Act of 1977
Context triple: [Food and Nutrition Act of 2008, replaces, Food Stamp Act of 1977]

A. Food Stamp Act of 1959 (pilot authorization)
The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
B. Food Stamp Act of 1964
The Food Stamp Act of 1964 is a landmark U.S. federal law that established a permanent national food assistance program to help low-income individuals and families afford nutritious food.
C. 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.
D. 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.
E. Child Nutrition Act of 1966
The Child Nutrition Act of 1966 is a U.S. federal law that established and expanded key school meal and child nutrition programs to improve the health and dietary intake of children nationwide.
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: Food Stamp Act of 1977
Triple: [Food and Nutrition Act of 2008, replaces, Food Stamp Act of 1977]

Generated description

The Food Stamp Act of 1977 was a landmark U.S. federal law that modernized and expanded the national food assistance program to help low-income households afford nutritious food.

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

Target entity: Food Stamp Act of 1977
Target entity description: The Food Stamp Act of 1977 was a landmark U.S. federal law that modernized and expanded the national food assistance program to help low-income households afford nutritious food.

A. Food Stamp Act of 1959 (pilot authorization)
The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
B. Food Stamp Act of 1964
The Food Stamp Act of 1964 is a landmark U.S. federal law that established a permanent national food assistance program to help low-income individuals and families afford nutritious food.
C. 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.
D. 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.
E. Child Nutrition Act of 1966
The Child Nutrition Act of 1966 is a U.S. federal law that established and expanded key school meal and child nutrition programs to improve the health and dietary intake of children nationwide.
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_69bf18a836988190b7baf3c24fea6f03`	completed	March 21, 2026, 10:16 p.m.
NEDg	Description generation	`batch_69bf19c8273081908a5138e9af921ec7`	completed	March 21, 2026, 10:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf1a3049648190b5040e587671610a`	completed	March 21, 2026, 10:22 p.m.

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