Triple

T11228668
Position Surface form Disambiguated ID Type / Status
Subject Bebe Neuwirth E265761 entity
Predicate spouse P13 FINISHED
Object Paul Dorman
Paul Dorman is best known as the former husband of American actress, singer, and dancer Bebe Neuwirth.
 E912551 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: Paul Dorman | Statement: [Bebe Neuwirth, spouse, Paul Dorman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Dorman
Context triple: [Bebe Neuwirth, spouse, Paul Dorman]
  • A. Malcolm Jenkinson
    Malcolm Jenkinson was one of the civilians killed in the 1994 Loughinisland massacre in County Down, Northern Ireland, when loyalist gunmen opened fire in a village pub during a World Cup football match.
  • B. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • C. Michael Ward
    Michael Ward was a British mountaineer and expedition doctor best known for his key role in the successful 1953 Mount Everest expedition.
  • D. Michael Ward
    Michael Ward was a British character actor known for his numerous supporting roles in mid-20th-century film and television comedies.
  • E. Stephen Morley
    Stephen Morley is a politically radical journalist and key working-class advocate in Benjamin Disraeli’s novel "Sybil, or The Two Nations."
  • 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: Paul Dorman
Triple: [Bebe Neuwirth, spouse, Paul Dorman]
Generated description
Paul Dorman is best known as the former husband of American actress, singer, and dancer Bebe Neuwirth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Dorman
Target entity description: Paul Dorman is best known as the former husband of American actress, singer, and dancer Bebe Neuwirth.
  • A. Malcolm Jenkinson
    Malcolm Jenkinson was one of the civilians killed in the 1994 Loughinisland massacre in County Down, Northern Ireland, when loyalist gunmen opened fire in a village pub during a World Cup football match.
  • B. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • C. Michael Ward
    Michael Ward was a British mountaineer and expedition doctor best known for his key role in the successful 1953 Mount Everest expedition.
  • D. Michael Ward
    Michael Ward was a British character actor known for his numerous supporting roles in mid-20th-century film and television comedies.
  • E. Stephen Morley
    Stephen Morley is a politically radical journalist and key working-class advocate in Benjamin Disraeli’s novel "Sybil, or The Two Nations."
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e900fbcc8190a3177f8a73564433 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad3eef408190937949e7b3bf0163 completed April 19, 2026, 10:23 a.m.
NEDg Description generation batch_69e4b12c04e48190ad7546d556a5109f completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b2949c7c8190820b7f1f87e00602 completed April 19, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:30 p.m.