Triple

T5881017

Position	Surface form	Disambiguated ID	Type / Status
Subject	Plant Protection Act	`E130747`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Federal Seed Act The Federal Seed Act is a U.S. law that regulates the labeling and quality standards of agricultural and vegetable seeds sold in interstate commerce to ensure truthfulness and protect buyers.	`E552775`	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 Seed Act | Statement: [Plant Protection Act, relatedTo, Federal Seed Act]

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

Target entity: Federal Seed Act
Context triple: [Plant Protection Act, relatedTo, Federal Seed Act]

A. 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.
B. Plant Protection Act
The Plant Protection Act is a U.S. federal law that provides the primary legal framework for preventing, detecting, and controlling the introduction and spread of plant pests and noxious weeds to protect agriculture and the environment.
C. 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.
D. Federal Insecticide, Fungicide, and Rodenticide Act
The Federal Insecticide, Fungicide, and Rodenticide Act is a U.S. law that regulates the registration, distribution, sale, and use of pesticides to protect human health and the environment.
E. Federal Agriculture Improvement and Reform Act of 1996
The Federal Agriculture Improvement and Reform Act of 1996 is a major U.S. farm bill that overhauled agricultural policy by phasing out traditional price supports and introducing more market-oriented, decoupled income support payments to 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: Federal Seed Act
Triple: [Plant Protection Act, relatedTo, Federal Seed Act]

Generated description

The Federal Seed Act is a U.S. law that regulates the labeling and quality standards of agricultural and vegetable seeds sold in interstate commerce to ensure truthfulness and protect buyers.

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

Target entity: Federal Seed Act
Target entity description: The Federal Seed Act is a U.S. law that regulates the labeling and quality standards of agricultural and vegetable seeds sold in interstate commerce to ensure truthfulness and protect buyers.

A. 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.
B. Plant Protection Act
The Plant Protection Act is a U.S. federal law that provides the primary legal framework for preventing, detecting, and controlling the introduction and spread of plant pests and noxious weeds to protect agriculture and the environment.
C. 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.
D. Federal Insecticide, Fungicide, and Rodenticide Act
The Federal Insecticide, Fungicide, and Rodenticide Act is a U.S. law that regulates the registration, distribution, sale, and use of pesticides to protect human health and the environment.
E. Federal Agriculture Improvement and Reform Act of 1996
The Federal Agriculture Improvement and Reform Act of 1996 is a major U.S. farm bill that overhauled agricultural policy by phasing out traditional price supports and introducing more market-oriented, decoupled income support payments to 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_69c0085523688190bfd487479ce819e6`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c03635a41c819086f9a5df242777f2`	completed	March 22, 2026, 6:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0b12d9e348190b4baf171ce448d5b`	completed	March 23, 2026, 3:19 a.m.
NEDg	Description generation	`batch_69c0b20828948190b0459089cb6038d6`	completed	March 23, 2026, 3:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0b286537481908741b9e0a368f94f`	completed	March 23, 2026, 3:24 a.m.

Created at: March 22, 2026, 3:57 p.m.