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.