Triple

T3740365
Position Surface form Disambiguated ID Type / Status
Subject Automotive Industry Financing Program E79683 entity
Predicate alsoKnownAs P39 FINISHED
Object AIFP
AIFP is a U.S. government initiative created during the 2008–2009 financial crisis to provide emergency financial support to struggling automotive manufacturers and related companies.
 E383984 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: AIFP | Statement: [Automotive Industry Financing Program, alsoKnownAs, AIFP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AIFP
Context triple: [Automotive Industry Financing Program, alsoKnownAs, AIFP]
  • A. AFI
    AFI (Australian Film Institute) is a national organization that promotes and recognizes excellence in Australian film and television through awards, advocacy, and industry support.
  • B. FiAF
    FiAF is the commonly used abbreviation for the Finnish Air Force, the air warfare branch of Finland’s Defence Forces.
  • C. FAPSI
    FAPSI was a Russian government agency responsible for signals intelligence, secure communications, and information security, functioning as a successor to parts of the Soviet KGB.
  • D. AFT
    AFT is a major American labor union representing teachers and other education professionals across the United States.
  • E. CIFM
    CIFM was the former name of the Eric M. Taylor Center, a correctional facility on Rikers Island in New York City.
  • 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: AIFP
Triple: [Automotive Industry Financing Program, alsoKnownAs, AIFP]
Generated description
AIFP is a U.S. government initiative created during the 2008–2009 financial crisis to provide emergency financial support to struggling automotive manufacturers and related companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AIFP
Target entity description: AIFP is a U.S. government initiative created during the 2008–2009 financial crisis to provide emergency financial support to struggling automotive manufacturers and related companies.
  • A. AFI
    AFI (Australian Film Institute) is a national organization that promotes and recognizes excellence in Australian film and television through awards, advocacy, and industry support.
  • B. FiAF
    FiAF is the commonly used abbreviation for the Finnish Air Force, the air warfare branch of Finland’s Defence Forces.
  • C. FAPSI
    FAPSI was a Russian government agency responsible for signals intelligence, secure communications, and information security, functioning as a successor to parts of the Soviet KGB.
  • D. AFT
    AFT is a major American labor union representing teachers and other education professionals across the United States.
  • E. CIFM
    CIFM was the former name of the Eric M. Taylor Center, a correctional facility on Rikers Island in New York City.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb5344fc8190b183aca5c04e3bcc completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db23ff3c81908d19295a7ce4a39c completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4dbabb314819092dbd1ece83a894c completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc9b80f8819083074657a32798a4 completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:34 p.m.