Triple

T1242086
Position Surface form Disambiguated ID Type / Status
Subject Barlow E26678 entity
Predicate hasNotableBearer P458 FINISHED
Object Gary Barlow
Gary Barlow is an English singer, songwriter, and record producer best known as the lead vocalist and primary songwriter of the pop group Take That.
 E142353 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: Gary Barlow | Statement: [Barlow, hasNotableBearer, Gary Barlow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gary Barlow
Context triple: [Barlow, hasNotableBearer, Gary Barlow]
  • A. Andy Barlow
    Andy Barlow is a British music producer and musician best known as one half of the electronic duo Lamb and for his production and mixing work with major artists including U2.
  • B. Mark Owen
    Mark Owen is an English singer and songwriter best known as a member of the pop group Take That.
  • C. Dave Stewart
    Dave Stewart is a former Major League Baseball pitcher best known as a dominant ace for the Oakland Athletics during the late 1980s and early 1990s.
  • D. John Lambert
    John Lambert was a prominent Parliamentarian general and political figure during the English Civil Wars, noted for his military skill and later role in the republican government.
  • E. Paul Young
    Paul Young is an American politician serving as the mayor of Memphis, Tennessee.
  • 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: Gary Barlow
Triple: [Barlow, hasNotableBearer, Gary Barlow]
Generated description
Gary Barlow is an English singer, songwriter, and record producer best known as the lead vocalist and primary songwriter of the pop group Take That.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gary Barlow
Target entity description: Gary Barlow is an English singer, songwriter, and record producer best known as the lead vocalist and primary songwriter of the pop group Take That.
  • A. Andy Barlow
    Andy Barlow is a British music producer and musician best known as one half of the electronic duo Lamb and for his production and mixing work with major artists including U2.
  • B. Mark Owen
    Mark Owen is an English singer and songwriter best known as a member of the pop group Take That.
  • C. Dave Stewart
    Dave Stewart is a former Major League Baseball pitcher best known as a dominant ace for the Oakland Athletics during the late 1980s and early 1990s.
  • D. John Lambert
    John Lambert was a prominent Parliamentarian general and political figure during the English Civil Wars, noted for his military skill and later role in the republican government.
  • E. Paul Young
    Paul Young is an American politician serving as the mayor of Memphis, Tennessee.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf44ac3c8190a28a333b320305fd completed March 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8f79afe08190802dd615f01e303d completed March 7, 2026, 8:50 p.m.
NEDg Description generation batch_69ac90277d2481908d358bf3f8fdbdca completed March 7, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69ac9080f4748190a2313bede48d3404 completed March 7, 2026, 8:54 p.m.
Created at: March 1, 2026, 7:47 p.m.