Triple

T21516114
Position Surface form Disambiguated ID Type / Status
Subject Jimmy Cliff E530846 entity
Predicate birthName P65 FINISHED
Object James Chambers
James Chambers, better known by his stage name Jimmy Cliff, is a Jamaican ska and reggae singer, musician, and actor renowned for songs like "The Harder They Come" and "Many Rivers to Cross."
 E1488914 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: James Chambers | Statement: [Jimmy Cliff, birthName, James Chambers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Chambers
Context triple: [Jimmy Cliff, birthName, James Chambers]
  • A. Jack Chambers
    Jack Chambers is an Irish Fianna Fáil politician who has served as a Teachta Dála (TD) and held various ministerial and government roles.
  • B. Jack Chambers
    Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
  • C. Ray Chambers
    Ray Chambers is an American philanthropist, businessman, and former private equity investor known for his work in global health and anti-poverty initiatives.
  • D. Charlie Hume
    Charlie Hume is the son of Desmond Hume in the television series "Lost."
  • E. Jimmy Chambers
    Jimmy Chambers is a British singer and songwriter best known as a member of the band Londonbeat, contributing to their international hit "I've Been Thinking About You."
  • 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: James Chambers
Triple: [Jimmy Cliff, birthName, James Chambers]
Generated description
James Chambers, better known by his stage name Jimmy Cliff, is a Jamaican ska and reggae singer, musician, and actor renowned for songs like "The Harder They Come" and "Many Rivers to Cross."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Chambers
Target entity description: James Chambers, better known by his stage name Jimmy Cliff, is a Jamaican ska and reggae singer, musician, and actor renowned for songs like "The Harder They Come" and "Many Rivers to Cross."
  • A. Jack Chambers
    Jack Chambers is an Irish Fianna Fáil politician who has served as a Teachta Dála (TD) and held various ministerial and government roles.
  • B. Jack Chambers
    Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
  • C. Ray Chambers
    Ray Chambers is an American philanthropist, businessman, and former private equity investor known for his work in global health and anti-poverty initiatives.
  • D. Charlie Hume
    Charlie Hume is the son of Desmond Hume in the television series "Lost."
  • E. Jimmy Chambers
    Jimmy Chambers is a British singer and songwriter best known as a member of the band Londonbeat, contributing to their international hit "I've Been Thinking About You."
  • 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_69e0c45d95a081908e7962ad215da746 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee81416f288190a62f62ddd6895b24 completed April 26, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09e822da6081909eced309887f72a7 completed May 17, 2026, 4:09 p.m.
NEDg Description generation batch_6a09e8b42b3481908fd96c48eb42625f completed May 17, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_6a09e92defe88190af0afcb3b97e95cf completed May 17, 2026, 4:13 p.m.
Created at: April 16, 2026, 6:25 p.m.