Triple

T320271
Position Surface form Disambiguated ID Type / Status
Subject Federal Transit Administration E7798 entity
Predicate abbreviation P43 FINISHED
Object FTA
FTA is a U.S. government agency within the Department of Transportation that provides financial and technical assistance for public transportation systems nationwide.
 E41367 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: FTA | Statement: [Federal Transit Administration, abbreviation, FTA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FTA
Context triple: [Federal Transit Administration, abbreviation, FTA]
  • A. SAFTA
    SAFTA is a regional free trade agreement among South Asian countries aimed at reducing tariffs and promoting economic integration within the SAARC region.
  • B. USMCA
    The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
  • C. NAFTA
    NAFTA was a trilateral trade agreement between the United States, Canada, and Mexico that created one of the world’s largest free-trade zones in North America.
  • D. USTR
    USTR is the U.S. government agency responsible for developing and coordinating international trade policy and negotiating trade agreements on behalf of the United States.
  • E. 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.
  • 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: FTA
Triple: [Federal Transit Administration, abbreviation, FTA]
Generated description
FTA is a U.S. government agency within the Department of Transportation that provides financial and technical assistance for public transportation systems nationwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FTA
Target entity description: FTA is a U.S. government agency within the Department of Transportation that provides financial and technical assistance for public transportation systems nationwide.
  • A. SAFTA
    SAFTA is a regional free trade agreement among South Asian countries aimed at reducing tariffs and promoting economic integration within the SAARC region.
  • B. USMCA
    The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
  • C. NAFTA
    NAFTA was a trilateral trade agreement between the United States, Canada, and Mexico that created one of the world’s largest free-trade zones in North America.
  • D. USTR
    USTR is the U.S. government agency responsible for developing and coordinating international trade policy and negotiating trade agreements on behalf of the United States.
  • E. 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.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea8047c08190872c875e00f6e7dd completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cb006f348190b2e8901eb2ced9f3 completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb608d5481908e43e0c0d021f925 completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cc0fb7b48190bf002516d07b6bc5 completed March 1, 2026, 5:18 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.