Triple

T12087373
Position Surface form Disambiguated ID Type / Status
Subject Joanna Lumley E287841 entity
Predicate spouse P13 FINISHED
Object Stephen Barlow
Stephen Barlow is a British conductor and composer known for his work in opera and orchestral music, as well as for being married to actress Joanna Lumley.
E962484 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: Stephen Barlow | Statement: [Joanna Lumley, spouse, Stephen Barlow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Barlow
Context triple: [Joanna Lumley, spouse, Stephen Barlow]
  • A. Richard Bower
    Richard Bower was a 16th-century English musician and court official who directed and trained the boy choristers of the Chapel Royal under the Tudor monarchs.
  • B. John Lowin
    John Lowin was a prominent early 17th-century English actor associated with Shakespeare’s company, known for performing major roles in Jacobean and Caroline drama.
  • C. Stephen Holbrook
    Stephen Holbrook is a notable individual recognized for his contributions in his professional field, though specific widely known details about his work are not clearly established from the given information.
  • D. Peter Ludlow
    Peter Ludlow is the ambitious and unscrupulous InGen executive who serves as a primary human antagonist in the film "The Lost World: Jurassic Park."
  • E. George Bowers
    George Bowers was an American film editor known for his work on numerous Hollywood movies, including the baseball comedy-drama "A League of Their Own."
  • 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: Stephen Barlow
Triple: [Joanna Lumley, spouse, Stephen Barlow]
Generated description
Stephen Barlow is a British conductor and composer known for his work in opera and orchestral music, as well as for being married to actress Joanna Lumley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Barlow
Target entity description: Stephen Barlow is a British conductor and composer known for his work in opera and orchestral music, as well as for being married to actress Joanna Lumley.
  • A. Richard Bower
    Richard Bower was a 16th-century English musician and court official who directed and trained the boy choristers of the Chapel Royal under the Tudor monarchs.
  • B. John Lowin
    John Lowin was a prominent early 17th-century English actor associated with Shakespeare’s company, known for performing major roles in Jacobean and Caroline drama.
  • C. Stephen Holbrook
    Stephen Holbrook is a notable individual recognized for his contributions in his professional field, though specific widely known details about his work are not clearly established from the given information.
  • D. Peter Ludlow
    Peter Ludlow is the ambitious and unscrupulous InGen executive who serves as a primary human antagonist in the film "The Lost World: Jurassic Park."
  • E. George Bowers
    George Bowers was an American film editor known for his work on numerous Hollywood movies, including the baseball comedy-drama "A League of Their Own."
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91514c78c8190bc1cd569e524e8b4 completed April 10, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f668eff88190877ce9bb991c1258 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fd79da748190b3f0dd7d7a46314d completed May 2, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeeeb2081908191b1c2d1c2fbfd completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:48 p.m.