Triple

T2952889
Position Surface form Disambiguated ID Type / Status
Subject Huber E79860 entity
Predicate hasNotableBearer P458 FINISHED
Object Michael Huber
Michael Huber is a relatively common personal name shared by multiple individuals across fields such as academia, sports, and the arts, rather than referring to one singular widely recognized figure.
 E370678 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 Huber | Statement: [Huber, hasNotableBearer, Michael Huber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Huber
Context triple: [Huber, hasNotableBearer, Michael Huber]
  • A. Markus Huber
    Markus Huber is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Huber.
  • B. Thomas Huber
    Thomas Huber is a German rock climber renowned for his bold alpine ascents and big-wall expeditions, often undertaken with his brother Alexander as the Huberbuam climbing duo.
  • C. Michael Ohoven
    Michael Ohoven is a German film producer and founder of Infinity Media, known for producing acclaimed independent films such as "Capote."
  • D. Michael Wandmacher
    Michael Wandmacher is an American film and television composer known for his work on horror and action projects, including the score for "My Bloody Valentine 3D."
  • E. Michael Hausman
    Michael Hausman is an American film producer and production manager known for his work on acclaimed films such as "Silkwood," "Amadeus," and "Gangs of New York."
  • 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 Huber
Triple: [Huber, hasNotableBearer, Michael Huber]
Generated description
Michael Huber is a relatively common personal name shared by multiple individuals across fields such as academia, sports, and the arts, rather than referring to one singular widely recognized figure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Huber
Target entity description: Michael Huber is a relatively common personal name shared by multiple individuals across fields such as academia, sports, and the arts, rather than referring to one singular widely recognized figure.
  • A. Markus Huber
    Markus Huber is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Huber.
  • B. Thomas Huber
    Thomas Huber is a German rock climber renowned for his bold alpine ascents and big-wall expeditions, often undertaken with his brother Alexander as the Huberbuam climbing duo.
  • C. Michael Ohoven
    Michael Ohoven is a German film producer and founder of Infinity Media, known for producing acclaimed independent films such as "Capote."
  • D. Michael Wandmacher
    Michael Wandmacher is an American film and television composer known for his work on horror and action projects, including the score for "My Bloody Valentine 3D."
  • E. Michael Hausman
    Michael Hausman is an American film producer and production manager known for his work on acclaimed films such as "Silkwood," "Amadeus," and "Gangs of New York."
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fe4b688190a0f68c4f80cd6f8f completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402b6f23081909aea1345a2938113 completed March 13, 2026, 12:27 p.m.
NEDg Description generation batch_69b406bfa0588190a20d862a6f788c90 completed March 13, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69b4086ab034819086c5fa7d4b172d75 completed March 13, 2026, 12:51 p.m.
Created at: March 8, 2026, 2:57 p.m.