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.