Triple

T7418479
Position Surface form Disambiguated ID Type / Status
Subject Calvin Harris E171185 entity
Predicate collaboratedWith P435 FINISHED
Object John Newman
John Newman is an English singer and songwriter known for his soulful vocals on hit dance and pop tracks such as "Love Me Again" and high-profile collaborations with artists like Calvin Harris.
 E662968 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: John Newman | Statement: [Calvin Harris, collaboratedWith, John Newman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Newman
Context triple: [Calvin Harris, collaboratedWith, John Newman]
  • A. Tom Newman
    Tom Newman is a British record producer and musician best known for his early work with Virgin Records, including producing Mike Oldfield’s landmark album "Tubular Bells."
  • B. James Blake
    James Blake is an American former professional tennis player who reached a career-high world No. 4 ranking and was known for his powerful forehand and speed on the court.
  • C. James Blake
    James Blake is an English singer, songwriter, producer, and pianist known for his atmospheric blend of electronic music, R&B, and soul, as well as his emotionally resonant vocals and innovative production.
  • D. Terrace Martin
    Terrace Martin is an American producer, multi-instrumentalist, and songwriter known for blending jazz, hip-hop, and R&B and for his work with artists like Kendrick Lamar and Robert Glasper.
  • E. Sean Kingston
    Sean Kingston is a Jamaican-American singer and songwriter best known for his 2007 hit single "Beautiful Girls" and his blend of reggae, pop, and R&B music.
  • 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: John Newman
Triple: [Calvin Harris, collaboratedWith, John Newman]
Generated description
John Newman is an English singer and songwriter known for his soulful vocals on hit dance and pop tracks such as "Love Me Again" and high-profile collaborations with artists like Calvin Harris.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Newman
Target entity description: John Newman is an English singer and songwriter known for his soulful vocals on hit dance and pop tracks such as "Love Me Again" and high-profile collaborations with artists like Calvin Harris.
  • A. Tom Newman
    Tom Newman is a British record producer and musician best known for his early work with Virgin Records, including producing Mike Oldfield’s landmark album "Tubular Bells."
  • B. James Blake
    James Blake is an English singer, songwriter, producer, and pianist known for his atmospheric blend of electronic music, R&B, and soul, as well as his emotionally resonant vocals and innovative production.
  • C. James Blake
    James Blake is an American former professional tennis player who reached a career-high world No. 4 ranking and was known for his powerful forehand and speed on the court.
  • D. Terrace Martin
    Terrace Martin is an American producer, multi-instrumentalist, and songwriter known for blending jazz, hip-hop, and R&B and for his work with artists like Kendrick Lamar and Robert Glasper.
  • E. Sean Kingston
    Sean Kingston is a Jamaican-American singer and songwriter best known for his 2007 hit single "Beautiful Girls" and his blend of reggae, pop, and R&B music.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2e93ffc8190beb5a1d3eb6c5d23 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ef30ee88190a484f4b735913676 completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81f8590348190ac632731b9bb9a52 completed March 28, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69c82036e43481908a4be75ab4e1409c completed March 28, 2026, 6:38 p.m.
Created at: March 27, 2026, 3:11 p.m.