Triple

T1972788
Position Surface form Disambiguated ID Type / Status
Subject Oak Brook, Illinois E42838 entity
Predicate hasCorporateHeadquarters P10544 FINISHED
Object Ace Hardware
Ace Hardware is a large American hardware retail cooperative known for its neighborhood stores offering tools, home improvement products, and customer-focused service.
 E223884 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: Ace Hardware | Statement: [Oak Brook, Illinois, hasCorporateHeadquarters, Ace Hardware]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ace Hardware
Context triple: [Oak Brook, Illinois, hasCorporateHeadquarters, Ace Hardware]
  • A. Lowe's
    Lowe's is a major American home improvement retail chain known for selling hardware, building materials, appliances, and related products to both DIY customers and professionals.
  • B. The Home Depot
    The Home Depot is a major American home improvement retail chain known for its large warehouse-style stores selling tools, construction products, and services to both DIY customers and professionals.
  • C. 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.
  • D. Michaels
    Michaels is the surname of Lorne Michaels, the influential Canadian-American television producer and creator of "Saturday Night Live."
  • E. Habitat ReStore
    Habitat ReStore is a nonprofit home improvement retail outlet that sells donated building materials, furniture, and appliances to fund Habitat for Humanity’s affordable housing efforts.
  • 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: Ace Hardware
Triple: [Oak Brook, Illinois, hasCorporateHeadquarters, Ace Hardware]
Generated description
Ace Hardware is a large American hardware retail cooperative known for its neighborhood stores offering tools, home improvement products, and customer-focused service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ace Hardware
Target entity description: Ace Hardware is a large American hardware retail cooperative known for its neighborhood stores offering tools, home improvement products, and customer-focused service.
  • A. Lowe's
    Lowe's is a major American home improvement retail chain known for selling hardware, building materials, appliances, and related products to both DIY customers and professionals.
  • B. The Home Depot
    The Home Depot is a major American home improvement retail chain known for its large warehouse-style stores selling tools, construction products, and services to both DIY customers and professionals.
  • C. 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.
  • D. Michaels
    Michaels is the surname of Lorne Michaels, the influential Canadian-American television producer and creator of "Saturday Night Live."
  • E. Habitat ReStore
    Habitat ReStore is a nonprofit home improvement retail outlet that sells donated building materials, furniture, and appliances to fund Habitat for Humanity’s affordable housing efforts.
  • 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_69a8871289048190b00b0d7744b7b2b1 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3f477988190b0165fc46b1cccfd completed March 7, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae032368508190a67fae314d0e6b21 completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae057cc1a08190895031fa6c095f49 completed March 8, 2026, 11:25 p.m.
NED2 Entity disambiguation (via description) batch_69ae0751eff4819086e5469a2c56a24d completed March 8, 2026, 11:33 p.m.
Created at: March 4, 2026, 7:36 p.m.