Triple

T4073588
Position Surface form Disambiguated ID Type / Status
Subject Manheim Auctions E86704 entity
Predicate hasCompetitor P1375 FINISHED
Object IAA
IAA is a major North American auto auction company specializing in the remarketing and sale of total-loss, damaged, and low-value vehicles.
 E411961 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: IAA | Statement: [Manheim Auctions, hasCompetitor, IAA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IAA
Context triple: [Manheim Auctions, hasCompetitor, IAA]
  • A. IAA
    IAA is a major international automotive trade show held in Germany, renowned as one of the world’s largest and most influential car exhibitions.
  • B. AAI
    AAI is India’s government-owned organization responsible for creating, maintaining, and managing civil aviation infrastructure and air traffic services across the country’s airports and airspace.
  • C. I&A
    I&A is the U.S. Department of Homeland Security’s Office of Intelligence and Analysis, responsible for gathering, analyzing, and sharing intelligence to support homeland security operations and decision-making.
  • D. IBA
    IBA is the International Bar Association, a leading global organization of legal professionals and bar associations that works to shape the future of the legal profession and uphold the rule of law worldwide.
  • E. IBA
    IBA is the IATA airport code for Ibadan Airport, a domestic airport serving the city of Ibadan in southwestern Nigeria.
  • 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: IAA
Triple: [Manheim Auctions, hasCompetitor, IAA]
Generated description
IAA is a major North American auto auction company specializing in the remarketing and sale of total-loss, damaged, and low-value vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IAA
Target entity description: IAA is a major North American auto auction company specializing in the remarketing and sale of total-loss, damaged, and low-value vehicles.
  • A. IAA
    IAA is a major international automotive trade show held in Germany, renowned as one of the world’s largest and most influential car exhibitions.
  • B. AAI
    AAI is India’s government-owned organization responsible for creating, maintaining, and managing civil aviation infrastructure and air traffic services across the country’s airports and airspace.
  • C. I&A
    I&A is the U.S. Department of Homeland Security’s Office of Intelligence and Analysis, responsible for gathering, analyzing, and sharing intelligence to support homeland security operations and decision-making.
  • D. IBA
    IBA is the International Bar Association, a leading global organization of legal professionals and bar associations that works to shape the future of the legal profession and uphold the rule of law worldwide.
  • E. IBA
    IBA is the IATA airport code for Ibadan Airport, a domestic airport serving the city of Ibadan in southwestern Nigeria.
  • 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_69aed93ebe448190a1f1686e28740ac9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc245d888190ae773f9c3077953b completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562bc05948190a9ad709768420588 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b3db0481909f3dd2a9e6a88e6e completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b567e223cc8190aa1d7e827e6c70fd completed March 14, 2026, 1:51 p.m.
Created at: March 9, 2026, 3:39 p.m.