Triple

T16168416
Position Surface form Disambiguated ID Type / Status
Subject Spaulding family E392368 entity
Predicate associatedWith P37 FINISHED
Object Spaulding Enterprises
Spaulding Enterprises is a powerful, family-controlled business conglomerate owned and operated by the Spaulding family.
E1198316 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: Spaulding Enterprises | Statement: [Spaulding family, associatedWith, Spaulding Enterprises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spaulding Enterprises
Context triple: [Spaulding family, associatedWith, Spaulding Enterprises]
  • A. Madison Industries
    Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
  • B. C. F. Hathaway Company
    C. F. Hathaway Company was an American shirt manufacturer best known for its iconic mid-20th-century advertising featuring the distinguished “Hathaway Man.”
  • C. Fuqua Enterprises
    Fuqua Enterprises was a diversified holding company founded and led by American businessman and philanthropist J. B. Fuqua, active in industries such as broadcasting, manufacturing, and insurance.
  • D. Memorial Enterprises
    Memorial Enterprises was a British film production company known for backing several notable films in the 1960s and 1970s.
  • E. Castellini Company
    Castellini Company is a long-established, family-owned produce distribution and logistics firm in the United States, known for supplying fresh fruits and vegetables to retailers, foodservice operators, and other 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: Spaulding Enterprises
Triple: [Spaulding family, associatedWith, Spaulding Enterprises]
Generated description
Spaulding Enterprises is a powerful, family-controlled business conglomerate owned and operated by the Spaulding family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spaulding Enterprises
Target entity description: Spaulding Enterprises is a powerful, family-controlled business conglomerate owned and operated by the Spaulding family.
  • A. Madison Industries
    Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
  • B. C. F. Hathaway Company
    C. F. Hathaway Company was an American shirt manufacturer best known for its iconic mid-20th-century advertising featuring the distinguished “Hathaway Man.”
  • C. Fuqua Enterprises
    Fuqua Enterprises was a diversified holding company founded and led by American businessman and philanthropist J. B. Fuqua, active in industries such as broadcasting, manufacturing, and insurance.
  • D. Memorial Enterprises
    Memorial Enterprises was a British film production company known for backing several notable films in the 1960s and 1970s.
  • E. Castellini Company
    Castellini Company is a long-established, family-owned produce distribution and logistics firm in the United States, known for supplying fresh fruits and vegetables to retailers, foodservice operators, and other 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21eb4ea9c81908806f9771ae80148 completed April 17, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7bb6aac8190a33607abfe9a32d0 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff9bb09c48190881c0f70bae0aec8 completed May 10, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69fffa5186b88190971d3c5061503541 completed May 10, 2026, 3:24 a.m.
Created at: April 10, 2026, 5:02 a.m.