Triple

T2952896
Position Surface form Disambiguated ID Type / Status
Subject Huber E79860 entity
Predicate hasNotableBearer P458 FINISHED
Object Marianne Huber
Marianne Huber is a person notable enough to be recognized as a significant bearer of the surname Huber, though specific widely known public details about her are not clearly established.
 E344690 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: Marianne Huber | Statement: [Huber, hasNotableBearer, Marianne Huber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marianne Huber
Context triple: [Huber, hasNotableBearer, Marianne Huber]
  • A. Karin Huber
    Karin Huber is a person notable enough to be recognized as a significant bearer of the surname Huber.
  • B. Johanna Hiedler
    Johanna Hiedler was an Austrian woman of the 19th century known primarily as the maternal grandmother of Adolf Hitler.
  • C. Marianne Tromlitz
    Marianne Tromlitz was the mother of the renowned Romantic-era pianist and composer Clara Schumann.
  • D. Brigitte Seebacher
    Brigitte Seebacher is a German historian and publicist best known for her work on political history and for being the third wife of former German chancellor Willy Brandt.
  • E. Marianne Busch
    Marianne Busch was the first wife of American psychologist and counterculture icon Timothy Leary, with whom she shared his early academic and personal life before his rise to prominence in the 1960s.
  • 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: Marianne Huber
Triple: [Huber, hasNotableBearer, Marianne Huber]
Generated description
Marianne Huber is a person notable enough to be recognized as a significant bearer of the surname Huber, though specific widely known public details about her are not clearly established.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marianne Huber
Target entity description: Marianne Huber is a person notable enough to be recognized as a significant bearer of the surname Huber, though specific widely known public details about her are not clearly established.
  • A. Karin Huber
    Karin Huber is a person notable enough to be recognized as a significant bearer of the surname Huber.
  • B. Johanna Hiedler
    Johanna Hiedler was an Austrian woman of the 19th century known primarily as the maternal grandmother of Adolf Hitler.
  • C. Marianne Tromlitz
    Marianne Tromlitz was the mother of the renowned Romantic-era pianist and composer Clara Schumann.
  • D. Brigitte Seebacher
    Brigitte Seebacher is a German historian and publicist best known for her work on political history and for being the third wife of former German chancellor Willy Brandt.
  • E. Marianne Busch
    Marianne Busch was the first wife of American psychologist and counterculture icon Timothy Leary, with whom she shared his early academic and personal life before his rise to prominence in the 1960s.
  • 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_69b2e81339d08190aa74556cc68fba20 completed March 12, 2026, 4:21 p.m.
NEDg Description generation batch_69b2ec2d96cc8190987d4dff1515384e completed March 12, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69b2ecdecb6481908c7af9d6925f6e53 completed March 12, 2026, 4:42 p.m.
Created at: March 8, 2026, 2:57 p.m.