Triple

T8998833
Position Surface form Disambiguated ID Type / Status
Subject LMB E214989 entity
Predicate hasNotableResearcher P14810 FINISHED
Object David Klenerman
David Klenerman is a British chemist and biophysicist best known for co-inventing next-generation DNA sequencing technology that revolutionized genomics.
 E772137 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: David Klenerman | Statement: [LMB, hasNotableResearcher, David Klenerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Klenerman
Context triple: [LMB, hasNotableResearcher, David Klenerman]
  • A. Roger Sloman
    Roger Sloman is a British character actor known for his work in film, television, and theatre, often appearing in comedic and dramatic supporting roles.
  • B. Nigel Hess
    Nigel Hess is a British composer best known for his work on television, film, and theatre scores, including numerous BBC dramas and stage productions.
  • C. 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.
  • D. Nigel Sears
    Nigel Sears is a British tennis coach best known for working with several top WTA players, including former world No. 1 Ana Ivanovic.
  • E. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • 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: David Klenerman
Triple: [LMB, hasNotableResearcher, David Klenerman]
Generated description
David Klenerman is a British chemist and biophysicist best known for co-inventing next-generation DNA sequencing technology that revolutionized genomics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Klenerman
Target entity description: David Klenerman is a British chemist and biophysicist best known for co-inventing next-generation DNA sequencing technology that revolutionized genomics.
  • A. Roger Sloman
    Roger Sloman is a British character actor known for his work in film, television, and theatre, often appearing in comedic and dramatic supporting roles.
  • B. Nigel Hess
    Nigel Hess is a British composer best known for his work on television, film, and theatre scores, including numerous BBC dramas and stage productions.
  • C. 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.
  • D. Nigel Sears
    Nigel Sears is a British tennis coach best known for working with several top WTA players, including former world No. 1 Ana Ivanovic.
  • E. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc68e23734819083a98f4ff0942479 completed April 1, 2026, 12:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0d987dc81908f1d74f390f18a9c completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd1a32a64819090d423a99ab75362 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd250593881908312200ba7bba617 completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:05 p.m.