Triple

T16540108
Position Surface form Disambiguated ID Type / Status
Subject Jenna Ushkowitz E401797 entity
Predicate spouse P13 FINISHED
Object David Stanley
David Stanley is an American producer and director best known to the public as the husband of actress and singer Jenna Ushkowitz.
E1219599 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: David Stanley | Statement: [Jenna Ushkowitz, spouse, David Stanley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Stanley
Context triple: [Jenna Ushkowitz, spouse, David Stanley]
  • A. Ian Stanley
    Ian Stanley is a British musician and songwriter best known as a former keyboardist and co-writer for the band Tears for Fears.
  • B. Jim Stanley
    Jim Stanley was an American football coach best known for leading the Michigan Panthers of the United States Football League and previously serving as a defensive coach at the collegiate and professional levels.
  • C. John Applegate
    John Applegate was a 19th-century American pioneer and explorer associated with the development of overland emigrant routes in the western United States.
  • D. John Elder
    John Elder is an author known for co-writing works with New Zealand mountaineer and adventurer Peter Hillary.
  • E. John Elder
    John Elder is the tough, stoic eldest brother and central gunslinger figure portrayed by John Wayne in the 1965 Western film "The Sons of Katie Elder."
  • 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: David Stanley
Triple: [Jenna Ushkowitz, spouse, David Stanley]
Generated description
David Stanley is an American producer and director best known to the public as the husband of actress and singer Jenna Ushkowitz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Stanley
Target entity description: David Stanley is an American producer and director best known to the public as the husband of actress and singer Jenna Ushkowitz.
  • A. Ian Stanley
    Ian Stanley is a British musician and songwriter best known as a former keyboardist and co-writer for the band Tears for Fears.
  • B. Jim Stanley
    Jim Stanley was an American football coach best known for leading the Michigan Panthers of the United States Football League and previously serving as a defensive coach at the collegiate and professional levels.
  • C. John Applegate
    John Applegate was a 19th-century American pioneer and explorer associated with the development of overland emigrant routes in the western United States.
  • D. John Elder
    John Elder is an author known for co-writing works with New Zealand mountaineer and adventurer Peter Hillary.
  • E. John Elder
    John Elder is the tough, stoic eldest brother and central gunslinger figure portrayed by John Wayne in the 1965 Western film "The Sons of Katie Elder."
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3455bd43c8190b01560d4af55a9e0 completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067ae169c81909a123b7dfe3fd906 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a00684197b08190b53d7c1efbd3edd0 completed May 10, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0068fa85448190aef06ff27fe16305 completed May 10, 2026, 11:16 a.m.
Created at: April 10, 2026, 5:15 a.m.