Triple

T341974
Position Surface form Disambiguated ID Type / Status
Subject Paul McCartney E6854 entity
Predicate collaboratedWith P435 FINISHED
Object George Martin
George Martin was a British record producer, arranger, and composer best known as the “Fifth Beatle” for his pivotal role in shaping the sound and success of The Beatles.
E43662 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: George Martin | Statement: [Paul McCartney, collaboratedWith, George Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Martin
Context triple: [Paul McCartney, collaboratedWith, George Martin]
  • A. John Barry
    John Barry was an Irish-born American naval officer renowned as one of the founding captains of the United States Navy during the American Revolutionary era.
  • B. Trevor Horn
    Trevor Horn is a renowned English record producer, musician, and songwriter known for his influential work in shaping the sound of 1980s pop and new wave music.
  • C. Albert Weinert
    Albert Weinert was a German-American sculptor and monument designer known for his public memorials in the United States.
  • D. Vangelis
    Vangelis was a Greek composer and pioneer of electronic and ambient music, renowned for his evocative synthesizer-based film scores such as those for "Chariots of Fire" and "Blade Runner."
  • E. John Williams
    John Williams is an acclaimed American composer and conductor best known for his iconic film scores for franchises such as Star Wars, Indiana Jones, Harry Potter, and many others.
  • 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: George Martin
Triple: [Paul McCartney, collaboratedWith, George Martin]
Generated description
George Martin was a British record producer, arranger, and composer best known as the “Fifth Beatle” for his pivotal role in shaping the sound and success of The Beatles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Martin
Target entity description: George Martin was a British record producer, arranger, and composer best known as the “Fifth Beatle” for his pivotal role in shaping the sound and success of The Beatles.
  • A. John Barry
    John Barry was an Irish-born American naval officer renowned as one of the founding captains of the United States Navy during the American Revolutionary era.
  • B. Trevor Horn
    Trevor Horn is a renowned English record producer, musician, and songwriter known for his influential work in shaping the sound of 1980s pop and new wave music.
  • C. Albert Weinert
    Albert Weinert was a German-American sculptor and monument designer known for his public memorials in the United States.
  • D. Vangelis
    Vangelis was a Greek composer and pioneer of electronic and ambient music, renowned for his evocative synthesizer-based film scores such as those for "Chariots of Fire" and "Blade Runner."
  • E. John Williams
    John Williams is an acclaimed American composer and conductor best known for his iconic film scores for franchises such as Star Wars, Indiana Jones, Harry Potter, and many others.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eafef8c88190a5932eb2c6ac4a5d completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d4e883ac81909f2acb66b7bfa540 completed March 1, 2026, 5:55 a.m.
NEDg Description generation batch_69a3d56bead08190aefe0a5c6fef843e completed March 1, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69a3d62b40148190819686eda8669d6d completed March 1, 2026, 6:01 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.