Triple

T6471142
Position Surface form Disambiguated ID Type / Status
Subject Gary Barlow E142353 entity
Predicate hasChild P369 FINISHED
Object Emily Barlow
Emily Barlow is one of the children of English singer-songwriter and Take That frontman Gary Barlow.
E624595 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: Emily Barlow | Statement: [Gary Barlow, hasChild, Emily Barlow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emily Barlow
Context triple: [Gary Barlow, hasChild, Emily Barlow]
  • A. Jennifer Barlow
    Jennifer Barlow is a ghostly character featured in the horror film "The Pact."
  • B. Annie Barlow
    Annie Barlow is the central protagonist of the horror film "The Pact," a woman forced to confront dark family secrets and a malevolent presence in her childhood home.
  • C. Catherine Barkley
    Catherine Barkley is a central character in Ernest Hemingway's novel "A Farewell to Arms," known as a British nurse whose tragic love affair with an American ambulance driver unfolds against the backdrop of World War I.
  • D. Barbara Trentham
    Barbara Trentham was an American model and actress who later became a painter, known in part for her marriage to British comedian John Cleese.
  • E. Deborah Watling
    Deborah Watling was an English actress best known for playing the companion Victoria Waterfield in the classic Doctor Who television series.
  • 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: Emily Barlow
Triple: [Gary Barlow, hasChild, Emily Barlow]
Generated description
Emily Barlow is one of the children of English singer-songwriter and Take That frontman Gary Barlow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emily Barlow
Target entity description: Emily Barlow is one of the children of English singer-songwriter and Take That frontman Gary Barlow.
  • A. Jennifer Barlow
    Jennifer Barlow is a ghostly character featured in the horror film "The Pact."
  • B. Annie Barlow
    Annie Barlow is the central protagonist of the horror film "The Pact," a woman forced to confront dark family secrets and a malevolent presence in her childhood home.
  • C. Catherine Barkley
    Catherine Barkley is a central character in Ernest Hemingway's novel "A Farewell to Arms," known as a British nurse whose tragic love affair with an American ambulance driver unfolds against the backdrop of World War I.
  • D. Barbara Trentham
    Barbara Trentham was an American model and actress who later became a painter, known in part for her marriage to British comedian John Cleese.
  • E. Deborah Watling
    Deborah Watling was an English actress best known for playing the companion Victoria Waterfield in the classic Doctor Who television series.
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06a2fd4248190a789bf0301e2860a completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742245d10819087861d62c89cc9b0 completed March 28, 2026, 2:51 a.m.
NEDg Description generation batch_69c7430c5cf88190a0033e3f0568e250 completed March 28, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69c7437a7a6c8190a13053cd35719fed completed March 28, 2026, 2:56 a.m.
Created at: March 22, 2026, 4:50 p.m.