Triple

T4672195
Position Surface form Disambiguated ID Type / Status
Subject Icahn Enterprises E103589 entity
Predicate hasSubsidiary P254 FINISHED
Object Pep Boys
Pep Boys is a long-established American automotive aftermarket retail and service chain known for selling auto parts, accessories, and providing vehicle maintenance and repair services.
 E462456 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: Pep Boys | Statement: [Icahn Enterprises, hasSubsidiary, Pep Boys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pep Boys
Context triple: [Icahn Enterprises, hasSubsidiary, Pep Boys]
  • A. O'Reilly Auto Parts
    O'Reilly Auto Parts is a major American retailer and distributor of automotive aftermarket parts, tools, supplies, equipment, and accessories serving both professional mechanics and do-it-yourself customers.
  • B. Advance Auto Parts
    Advance Auto Parts is a major American retailer and distributor of automotive replacement parts, accessories, and maintenance items for both professional installers and do‑it‑yourself customers.
  • C. NAPA Auto Parts
    NAPA Auto Parts is a major American automotive parts retail and distribution chain serving both professional repair shops and do-it-yourself customers.
  • D. AutoZone
    AutoZone is a leading American retailer and distributor of automotive replacement parts and accessories, operating thousands of stores across the United States and beyond.
  • E. Carquest
    Carquest is an automotive parts and accessories retail brand in North America, known for supplying replacement parts, tools, and related products to both professional mechanics and do‑it‑yourself customers.
  • 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: Pep Boys
Triple: [Icahn Enterprises, hasSubsidiary, Pep Boys]
Generated description
Pep Boys is a long-established American automotive aftermarket retail and service chain known for selling auto parts, accessories, and providing vehicle maintenance and repair services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pep Boys
Target entity description: Pep Boys is a long-established American automotive aftermarket retail and service chain known for selling auto parts, accessories, and providing vehicle maintenance and repair services.
  • A. O'Reilly Auto Parts
    O'Reilly Auto Parts is a major American retailer and distributor of automotive aftermarket parts, tools, supplies, equipment, and accessories serving both professional mechanics and do-it-yourself customers.
  • B. Advance Auto Parts
    Advance Auto Parts is a major American retailer and distributor of automotive replacement parts, accessories, and maintenance items for both professional installers and do‑it‑yourself customers.
  • C. NAPA Auto Parts
    NAPA Auto Parts is a major American automotive parts retail and distribution chain serving both professional repair shops and do-it-yourself customers.
  • D. AutoZone
    AutoZone is a leading American retailer and distributor of automotive replacement parts and accessories, operating thousands of stores across the United States and beyond.
  • E. Carquest
    Carquest is an automotive parts and accessories retail brand in North America, known for supplying replacement parts, tools, and related products to both professional mechanics and do‑it‑yourself customers.
  • 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6351ca8c8190871b9bebdb7ab88d completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be039538048190b4075daf47355cee completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be055390c08190a85f92aec34b390a completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05d277248190bf675151eca07247 completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.