Triple

T17268948
Position Surface form Disambiguated ID Type / Status
Subject Food for Progress E419201 entity
Predicate relatedTo P37 FINISHED
Object Public Law 480 Food for Peace Program
The Public Law 480 Food for Peace Program is a U.S. government initiative that uses agricultural commodities to provide international food aid, support economic development, and promote foreign policy objectives in developing countries.
E1260456 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: Public Law 480 Food for Peace Program | Statement: [Food for Progress, relatedTo, Public Law 480 Food for Peace Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 480 Food for Peace Program
Context triple: [Food for Progress, relatedTo, Public Law 480 Food for Peace Program]
  • A. Public Law 86-449
    Public Law 86-449 is the formal designation of the Civil Rights Act of 1960, a U.S. federal law enacted to strengthen protections for voting rights and improve the enforcement of civil rights.
  • B. Public Law 80-49
    Public Law 80-49 is the formal statutory designation of the Portal-to-Portal Act of 1947, a U.S. federal law that clarified employer liability and compensable work time under the Fair Labor Standards Act.
  • C. Public Law 89-286
    Public Law 89-286 is a 1965 United States federal statute that established labor standards and wage protections for employees working on federal service contracts.
  • D. Public Law 67-51
    Public Law 67-51 is the formal designation of the Packers and Stockyards Act of 1921, a key U.S. federal law regulating the meatpacking industry to prevent unfair, deceptive, and monopolistic practices in livestock markets.
  • E. Public Law 64-368
    Public Law 64-368 is the 1917 U.S. federal statute, commonly known as the Jones Act for Puerto Rico, that restructured the island’s civil government and granted U.S. citizenship to Puerto Ricans.
  • 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: Public Law 480 Food for Peace Program
Triple: [Food for Progress, relatedTo, Public Law 480 Food for Peace Program]
Generated description
The Public Law 480 Food for Peace Program is a U.S. government initiative that uses agricultural commodities to provide international food aid, support economic development, and promote foreign policy objectives in developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 480 Food for Peace Program
Target entity description: The Public Law 480 Food for Peace Program is a U.S. government initiative that uses agricultural commodities to provide international food aid, support economic development, and promote foreign policy objectives in developing countries.
  • A. Public Law 86-449
    Public Law 86-449 is the formal designation of the Civil Rights Act of 1960, a U.S. federal law enacted to strengthen protections for voting rights and improve the enforcement of civil rights.
  • B. Public Law 80-49
    Public Law 80-49 is the formal statutory designation of the Portal-to-Portal Act of 1947, a U.S. federal law that clarified employer liability and compensable work time under the Fair Labor Standards Act.
  • C. Public Law 89-286
    Public Law 89-286 is a 1965 United States federal statute that established labor standards and wage protections for employees working on federal service contracts.
  • D. Public Law 67-51
    Public Law 67-51 is the formal designation of the Packers and Stockyards Act of 1921, a key U.S. federal law regulating the meatpacking industry to prevent unfair, deceptive, and monopolistic practices in livestock markets.
  • E. Public Law 64-368
    Public Law 64-368 is the 1917 U.S. federal statute, commonly known as the Jones Act for Puerto Rico, that restructured the island’s civil government and granted U.S. citizenship to Puerto Ricans.
  • 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4803b48190894b3bb9a4970602 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0179482a348190a00dd3cd5076431e completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a017b6a0ee48190860c4f981003d32e completed May 11, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_6a017c3925d081908819faa6b1790bd5 completed May 11, 2026, 6:50 a.m.
Created at: April 10, 2026, 5:40 a.m.