Triple

T3819169
Position Surface form Disambiguated ID Type / Status
Subject Howard Cunningham E84329 entity
Predicate employer P7 FINISHED
Object Cunningham Hardware
Cunningham Hardware is the fictional Milwaukee hardware store owned and operated by Howard Cunningham in the television series "Happy Days."
E390535 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: Cunningham Hardware | Statement: [Howard Cunningham, employer, Cunningham Hardware]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cunningham Hardware
Context triple: [Howard Cunningham, employer, Cunningham Hardware]
  • A. Nebraska Furniture Mart
    Nebraska Furniture Mart is a large American home furnishings retailer known for its massive showrooms and wide selection of furniture, appliances, electronics, and home décor.
  • B. Brentwood Country Mart
    Brentwood Country Mart is a historic open-air shopping and dining complex in Los Angeles known for its upscale boutiques, eateries, and rustic, village-like atmosphere.
  • C. 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.
  • D. The J.B.'s
    The J.B.'s were James Brown’s legendary funk backing band, renowned for their tight grooves and major influence on the development of funk music in the late 1960s and 1970s.
  • E. 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.
  • 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: Cunningham Hardware
Triple: [Howard Cunningham, employer, Cunningham Hardware]
Generated description
Cunningham Hardware is the fictional Milwaukee hardware store owned and operated by Howard Cunningham in the television series "Happy Days."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cunningham Hardware
Target entity description: Cunningham Hardware is the fictional Milwaukee hardware store owned and operated by Howard Cunningham in the television series "Happy Days."
  • A. Nebraska Furniture Mart
    Nebraska Furniture Mart is a large American home furnishings retailer known for its massive showrooms and wide selection of furniture, appliances, electronics, and home décor.
  • B. Brentwood Country Mart
    Brentwood Country Mart is a historic open-air shopping and dining complex in Los Angeles known for its upscale boutiques, eateries, and rustic, village-like atmosphere.
  • C. 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.
  • D. The J.B.'s
    The J.B.'s were James Brown’s legendary funk backing band, renowned for their tight grooves and major influence on the development of funk music in the late 1960s and 1970s.
  • E. 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.
  • 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_69aed931f5908190be2c07af66d4df25 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeea601d408190b09dc486e77488d4 completed March 9, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb466a108190ac203ee00ce58f04 completed March 14, 2026, 6:08 a.m.
NEDg Description generation batch_69b4fc08d65081908953482b10fa5611 completed March 14, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69b4fc7d8cf081909c4447818b5363c5 completed March 14, 2026, 6:13 a.m.
Created at: March 9, 2026, 3:17 p.m.