Triple

T13604544
Position Surface form Disambiguated ID Type / Status
Subject Niagara Frontier Transportation Authority E325026 entity
Predicate abbreviation P43 FINISHED
Object NFTA
NFTA is the public agency responsible for operating and overseeing public transportation services in the Buffalo–Niagara region of New York State.
 E1050100 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: NFTA | Statement: [Niagara Frontier Transportation Authority, abbreviation, NFTA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NFTA
Context triple: [Niagara Frontier Transportation Authority, abbreviation, NFTA]
  • A. NFT
    NFT is the standard time zone used on Norfolk Island, corresponding to a specific offset from Coordinated Universal Time.
  • B. NFTC
    NFTC is a multinational NATO program based in Canada that provides advanced military pilot training for allied air forces.
  • C. NEM
    NEM refers to Hungary’s New Economic Mechanism, a major 1968 reform program that introduced market-oriented elements into the country’s socialist planned economy.
  • D. Worldcoin
    Worldcoin is a cryptocurrency and digital identity project that aims to create a global financial network by uniquely verifying individuals, co-founded by Sam Altman.
  • E. OPKT
    OPKT is the ICAO airport code assigned to Kohat Airport in Pakistan.
  • 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: NFTA
Triple: [Niagara Frontier Transportation Authority, abbreviation, NFTA]
Generated description
NFTA is the public agency responsible for operating and overseeing public transportation services in the Buffalo–Niagara region of New York State.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NFTA
Target entity description: NFTA is the public agency responsible for operating and overseeing public transportation services in the Buffalo–Niagara region of New York State.
  • A. NFT
    NFT is the standard time zone used on Norfolk Island, corresponding to a specific offset from Coordinated Universal Time.
  • B. NFTC
    NFTC is a multinational NATO program based in Canada that provides advanced military pilot training for allied air forces.
  • C. NEM
    NEM refers to Hungary’s New Economic Mechanism, a major 1968 reform program that introduced market-oriented elements into the country’s socialist planned economy.
  • D. Worldcoin
    Worldcoin is a cryptocurrency and digital identity project that aims to create a global financial network by uniquely verifying individuals, co-founded by Sam Altman.
  • E. OPKT
    OPKT is the ICAO airport code assigned to Kohat Airport in Pakistan.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb07ca07481909c45da551ea61ab4 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f93ec588190993baec788d22670 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f780bc40f481908191fec9a563e547 completed May 3, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69f7817b8c408190b7211ba8fd892f75 completed May 3, 2026, 5:10 p.m.
Created at: April 9, 2026, 9:50 p.m.