Triple

T13500430
Position Surface form Disambiguated ID Type / Status
Subject Neumann E320872 entity
Predicate hasNotableBearer P458 FINISHED
Object Michael Neumann
Michael Neumann is a philosopher and political writer known for his work on ethics, logic, and critical analyses of contemporary political issues, particularly regarding the Israeli–Palestinian conflict.
 E1069418 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: Michael Neumann | Statement: [Neumann, hasNotableBearer, Michael Neumann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Neumann
Context triple: [Neumann, hasNotableBearer, Michael Neumann]
  • A. Robert Neumann
    Robert Neumann is a relatively common personal name shared by multiple individuals across various professions, including writers, academics, and public figures.
  • B. Michael Hecht
    Michael Hecht is the birth name of Michael Howard, a British Conservative politician who served as Leader of the Opposition and Home Secretary.
  • C. Michael Hecht
    Michael Hecht is a scientist best known for leading NASA’s MOXIE experiment on the Perseverance rover, which demonstrates in-situ oxygen production on Mars.
  • D. Edward Neumann
    Edward Neumann, better known by his stage name Snitz Edwards, was a Hungarian-American character actor prominent in early 20th-century silent and sound films.
  • E. Andrew Neiman
    Andrew Neiman is an ambitious young jazz drummer whose obsessive pursuit of greatness drives the intense psychological drama of the film "Whiplash."
  • 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: Michael Neumann
Triple: [Neumann, hasNotableBearer, Michael Neumann]
Generated description
Michael Neumann is a philosopher and political writer known for his work on ethics, logic, and critical analyses of contemporary political issues, particularly regarding the Israeli–Palestinian conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Neumann
Target entity description: Michael Neumann is a philosopher and political writer known for his work on ethics, logic, and critical analyses of contemporary political issues, particularly regarding the Israeli–Palestinian conflict.
  • A. Robert Neumann
    Robert Neumann is a relatively common personal name shared by multiple individuals across various professions, including writers, academics, and public figures.
  • B. Michael Hecht
    Michael Hecht is the birth name of Michael Howard, a British Conservative politician who served as Leader of the Opposition and Home Secretary.
  • C. Michael Hecht
    Michael Hecht is a scientist best known for leading NASA’s MOXIE experiment on the Perseverance rover, which demonstrates in-situ oxygen production on Mars.
  • D. Edward Neumann
    Edward Neumann, better known by his stage name Snitz Edwards, was a Hungarian-American character actor prominent in early 20th-century silent and sound films.
  • E. Andrew Neiman
    Andrew Neiman is an ambitious young jazz drummer whose obsessive pursuit of greatness drives the intense psychological drama of the film "Whiplash."
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf4fab688190bdc746985b0c7338 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce5ecad88190b7c8236969d9abc7 completed May 3, 2026, 10:38 p.m.
NEDg Description generation batch_69f7cef1ec7c8190aabca09b8bf92202 completed May 3, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69f7cf4bbb308190943a1a06715ff0a0 completed May 3, 2026, 10:42 p.m.
Created at: April 9, 2026, 9:43 p.m.