Triple

T2074489
Position Surface form Disambiguated ID Type / Status
Subject Langer E44890 entity
Predicate hasNotableBearer P458 FINISHED
Object Clive Langer
Clive Langer is a British record producer, songwriter, and musician best known for his influential work with bands such as Madness, Dexys Midnight Runners, and Elvis Costello.
E233203 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: Clive Langer | Statement: [Langer, hasNotableBearer, Clive Langer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clive Langer
Context triple: [Langer, hasNotableBearer, Clive Langer]
  • A. Donald Davies
    Donald Davies was a British computer scientist who pioneered the concept of packet switching, a foundational technology for modern computer networks and the internet.
  • B. Barry Ackroyd
    Barry Ackroyd is a British cinematographer renowned for his gritty, handheld visual style in films such as The Hurt Locker, United 93, and Captain Phillips.
  • C. Mick Audsley
    Mick Audsley is a British film editor known for his work on numerous major feature films, including collaborations with directors like Terry Gilliam and Stephen Frears.
  • D. Nigel Shadbolt
    Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
  • E. Steven Pemberton
    Steven Pemberton is a British computer scientist and software engineer known for his work on programming languages, web standards, and contributions to the development of ABC and early Python influences.
  • 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: Clive Langer
Triple: [Langer, hasNotableBearer, Clive Langer]
Generated description
Clive Langer is a British record producer, songwriter, and musician best known for his influential work with bands such as Madness, Dexys Midnight Runners, and Elvis Costello.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clive Langer
Target entity description: Clive Langer is a British record producer, songwriter, and musician best known for his influential work with bands such as Madness, Dexys Midnight Runners, and Elvis Costello.
  • A. Donald Davies
    Donald Davies was a British computer scientist who pioneered the concept of packet switching, a foundational technology for modern computer networks and the internet.
  • B. Barry Ackroyd
    Barry Ackroyd is a British cinematographer renowned for his gritty, handheld visual style in films such as The Hurt Locker, United 93, and Captain Phillips.
  • C. Mick Audsley
    Mick Audsley is a British film editor known for his work on numerous major feature films, including collaborations with directors like Terry Gilliam and Stephen Frears.
  • D. Nigel Shadbolt
    Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
  • E. Steven Pemberton
    Steven Pemberton is a British computer scientist and software engineer known for his work on programming languages, web standards, and contributions to the development of ABC and early Python influences.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba116ea0819086d16c3913159e9e completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae30547b288190ab9466686f749768 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f6b7c4819080cb7cb7adc1f6d3 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae31849d7c8190a4e3c90334bf21a5 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:41 p.m.