Triple

T13105627
Position Surface form Disambiguated ID Type / Status
Subject FSRS E310834 entity
Predicate relatedToLaw P37 FINISHED
Object FFATA
FFATA (Federal Funding Accountability and Transparency Act) is a U.S. law that requires public disclosure of federal spending to increase transparency and accountability in government funding.
 E1023348 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: FFATA | Statement: [FSRS, relatedToLaw, FFATA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FFATA
Context triple: [FSRS, relatedToLaw, FFATA]
  • A. FATA
    FATA (Federally Administered Tribal Areas) was a semi-autonomous tribal region in northwestern Pakistan along the Afghan border, historically governed under a separate legal and administrative framework.
  • B. FTTA
    FTTA is a U.S. law that promotes collaboration and technology transfer between federal laboratories and the private sector to commercialize government-funded innovations.
  • C. FFA
    FFA (Future Farmers of America) is a U.S.-based youth organization that promotes agricultural education, leadership, and career development for students.
  • D. FFA
    FFA is the commonly used abbreviation for the Fédération Française d’Athlétisme, the governing body for athletics in France.
  • E. FFA
    FFA is a regional fisheries management organization that supports Pacific Island countries in sustainably managing and conserving their tuna and other marine resources.
  • 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: FFATA
Triple: [FSRS, relatedToLaw, FFATA]
Generated description
FFATA (Federal Funding Accountability and Transparency Act) is a U.S. law that requires public disclosure of federal spending to increase transparency and accountability in government funding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FFATA
Target entity description: FFATA (Federal Funding Accountability and Transparency Act) is a U.S. law that requires public disclosure of federal spending to increase transparency and accountability in government funding.
  • A. FATA
    FATA (Federally Administered Tribal Areas) was a semi-autonomous tribal region in northwestern Pakistan along the Afghan border, historically governed under a separate legal and administrative framework.
  • B. FTTA
    FTTA is a U.S. law that promotes collaboration and technology transfer between federal laboratories and the private sector to commercialize government-funded innovations.
  • C. FFA
    FFA is the commonly used abbreviation for the Fédération Française d’Athlétisme, the governing body for athletics in France.
  • D. FFA
    FFA (Future Farmers of America) is a U.S.-based youth organization that promotes agricultural education, leadership, and career development for students.
  • E. FFA
    FFA is a regional fisheries management organization that supports Pacific Island countries in sustainably managing and conserving their tuna and other marine resources.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98154c9f48190aeca779d97151759 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27a325c8190a5c0f1a582340078 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e6a8b15081908d80cd63b0c423f6 completed May 3, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_69f6e7490cc48190b596338cd3a0fd22 completed May 3, 2026, 6:12 a.m.
Created at: April 9, 2026, 9:05 p.m.