Triple

T18147797
Position Surface form Disambiguated ID Type / Status
Subject Rock DJ E434431 entity
Predicate writer P1360 FINISHED
Object Kelvin Andrews
Kelvin Andrews is a songwriter and producer best known for his work on Robbie Williams' hit single "Rock DJ."
 E1308211 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: Kelvin Andrews | Statement: [Rock DJ, writer, Kelvin Andrews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kelvin Andrews
Context triple: [Rock DJ, writer, Kelvin Andrews]
  • A. Kelvin Thomas
    Kelvin Thomas is a British football executive best known for owning and serving as chairman of Northampton Town Football Club.
  • B. Michael Ellis
    Michael Ellis is a film editor best known for his work on the British comedy-drama film "Brassed Off."
  • C. Michael Ellis
    Michael Ellis is a screenwriter best known for co-writing the romantic comedy film "The Wedding Planner."
  • D. Dane Coles
    Dane Coles is a New Zealand rugby union hooker renowned for his dynamic play for the All Blacks and long-standing impact in Super Rugby.
  • E. Ray Marler
    Ray Marler is a local political figure who serves as the mayor of Headland, Alabama.
  • 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: Kelvin Andrews
Triple: [Rock DJ, writer, Kelvin Andrews]
Generated description
Kelvin Andrews is a songwriter and producer best known for his work on Robbie Williams' hit single "Rock DJ."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kelvin Andrews
Target entity description: Kelvin Andrews is a songwriter and producer best known for his work on Robbie Williams' hit single "Rock DJ."
  • A. Kelvin Thomas
    Kelvin Thomas is a British football executive best known for owning and serving as chairman of Northampton Town Football Club.
  • B. Michael Ellis
    Michael Ellis is a film editor best known for his work on the British comedy-drama film "Brassed Off."
  • C. Michael Ellis
    Michael Ellis is a screenwriter best known for co-writing the romantic comedy film "The Wedding Planner."
  • D. Dane Coles
    Dane Coles is a New Zealand rugby union hooker renowned for his dynamic play for the All Blacks and long-standing impact in Super Rugby.
  • E. Ray Marler
    Ray Marler is a local political figure who serves as the mayor of Headland, Alabama.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de360ae88190abe1ed13243e9924 completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03855631f48190ae8c343a4fa8f2a6 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a0385d8a43c8190b61222b65c1f9a60 completed May 12, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_6a03868a4898819083dc64e9d39b6c80 completed May 12, 2026, 7:59 p.m.
Created at: April 10, 2026, 10:29 a.m.