Triple

T5810982
Position Surface form Disambiguated ID Type / Status
Subject The Emergency Food Assistance Program E128865 entity
Predicate formerlyKnownAs P65 FINISHED
Object Temporary Emergency Food Assistance Program E128865 NE FINISHED

How this triple was built (2 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: Temporary Emergency Food Assistance Program | Statement: [The Emergency Food Assistance Program, formerlyKnownAs, Temporary Emergency Food Assistance Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Temporary Emergency Food Assistance Program
Context triple: [The Emergency Food Assistance Program, formerlyKnownAs, Temporary Emergency Food Assistance Program]
  • A. The Emergency Food Assistance Program chosen
    The Emergency Food Assistance Program is a U.S. federal initiative that helps supplement the diets of low-income Americans by providing them with emergency food and nutrition assistance at no cost.
  • B. Supplementary Feeding Program
    The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
  • C. Commodity Supplemental Food Program
    The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
  • D. Emergency Solutions Grants Program
    The Emergency Solutions Grants Program is a federal initiative that provides funding to local governments and nonprofits to prevent homelessness, support emergency shelters, and rapidly re-house individuals and families experiencing housing crises.
  • E. Emergency Preservation Grants
    Emergency Preservation Grants is a funding program that provides rapid financial assistance for urgent repairs and stabilization of historic buildings and landmarks.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b538cd08190a7dac378898059b9 completed March 22, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09844f0b881908d4165e550f75d47 completed March 23, 2026, 1:32 a.m.
Created at: March 22, 2026, 3:52 p.m.