Triple

T20770814
Position Surface form Disambiguated ID Type / Status
Subject James Klugmann E511225 entity
Predicate birthName P65 FINISHED
Object Norman John Klugmann
Norman John Klugmann, better known as James Klugmann, was a British communist intellectual, historian, and senior member of the Communist Party of Great Britain who also worked with the Special Operations Executive during World War II.
E1450060 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: Norman John Klugmann | Statement: [James Klugmann, birthName, Norman John Klugmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norman John Klugmann
Context triple: [James Klugmann, birthName, Norman John Klugmann]
  • A. Norman Bluhm
    Norman Bluhm was an American abstract expressionist painter known for his dynamic, gestural canvases that bridged action painting and lyrical abstraction.
  • B. Herman Klein
    Herman Klein was a British music critic, vocal teacher, and writer known for his influential work on singing and opera in the late 19th and early 20th centuries.
  • C. Melvin Schlein
    Melvin Schlein is the father of Italian politician Elly Schlein.
  • D. Brian Klugman
    Brian Klugman is an American actor, screenwriter, and director known for co-writing films such as Tron: Legacy and The Words.
  • E. Louis Gruenberg
    Louis Gruenberg was a 20th-century American composer and pianist known for his operas, film scores, and contributions to modern classical 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: Norman John Klugmann
Triple: [James Klugmann, birthName, Norman John Klugmann]
Generated description
Norman John Klugmann, better known as James Klugmann, was a British communist intellectual, historian, and senior member of the Communist Party of Great Britain who also worked with the Special Operations Executive during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norman John Klugmann
Target entity description: Norman John Klugmann, better known as James Klugmann, was a British communist intellectual, historian, and senior member of the Communist Party of Great Britain who also worked with the Special Operations Executive during World War II.
  • A. Norman Bluhm
    Norman Bluhm was an American abstract expressionist painter known for his dynamic, gestural canvases that bridged action painting and lyrical abstraction.
  • B. Herman Klein
    Herman Klein was a British music critic, vocal teacher, and writer known for his influential work on singing and opera in the late 19th and early 20th centuries.
  • C. Melvin Schlein
    Melvin Schlein is the father of Italian politician Elly Schlein.
  • D. Brian Klugman
    Brian Klugman is an American actor, screenwriter, and director known for co-writing films such as Tron: Legacy and The Words.
  • E. Louis Gruenberg
    Louis Gruenberg was a 20th-century American composer and pianist known for his operas, film scores, and contributions to modern classical 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_69e0b4ca01148190ac018e57e0cab46f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c266f4b48190891c0db3e322bb23 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef91918c81908e99ab3a8ed9a1e5 completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f306e51481909691e3735ce10b60 completed May 16, 2026, 10:43 p.m.
NED2 Entity disambiguation (via description) batch_6a08f37adb908190a40a7bb1728f3dbf completed May 16, 2026, 10:45 p.m.
Created at: April 16, 2026, 12:36 p.m.