Triple

T4707149
Position Surface form Disambiguated ID Type / Status
Subject Susan Lucci E104416 entity
Predicate spouse P13 FINISHED
Object Helmut Huber
Helmut Huber was an Austrian-born chef and television producer best known as the longtime husband and manager of American actress Susan Lucci.
E879614 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: Helmut Huber | Statement: [Susan Lucci, spouse, Helmut Huber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helmut Huber
Context triple: [Susan Lucci, spouse, Helmut Huber]
  • A. Helmut Berger
    Helmut Berger was an Austrian actor renowned for his intense, androgynous screen presence and iconic roles in European art cinema, particularly in the films of director Luchino Visconti.
  • B. Wolfgang Bühler
    Wolfgang Bühler is a notable individual who shares the German surname Bühler, recognized as one of its distinguished bearers.
  • C. Helmut Gröttrup
    Helmut Gröttrup was a German engineer and rocket scientist who played a significant role in early missile development during and after World War II, later contributing to Soviet rocketry efforts.
  • D. Ernst Huber
    Ernst Huber is a relatively obscure individual whose specific notability is unclear from the available information.
  • E. Bernhard Eisel
    Bernhard Eisel is an Austrian former professional road cyclist known as a strong classics specialist and loyal domestique, particularly during his years with Team Columbia–High Road and Team Sky.
  • 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: Helmut Huber
Triple: [Susan Lucci, spouse, Helmut Huber]
Generated description
Helmut Huber was an Austrian-born chef and television producer best known as the longtime husband and manager of American actress Susan Lucci.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helmut Huber
Target entity description: Helmut Huber was an Austrian-born chef and television producer best known as the longtime husband and manager of American actress Susan Lucci.
  • A. Helmut Berger
    Helmut Berger was an Austrian actor renowned for his intense, androgynous screen presence and iconic roles in European art cinema, particularly in the films of director Luchino Visconti.
  • B. Wolfgang Bühler
    Wolfgang Bühler is a notable individual who shares the German surname Bühler, recognized as one of its distinguished bearers.
  • C. Helmut Gröttrup
    Helmut Gröttrup was a German engineer and rocket scientist who played a significant role in early missile development during and after World War II, later contributing to Soviet rocketry efforts.
  • D. Ernst Huber
    Ernst Huber is a relatively obscure individual whose specific notability is unclear from the available information.
  • E. Bernhard Eisel
    Bernhard Eisel is an Austrian former professional road cyclist known as a strong classics specialist and loyal domestique, particularly during his years with Team Columbia–High Road and Team Sky.
  • 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_69bd43eac3c08190af7e4020c6c3704c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd63e9f0b88190820aa7fba2f91b6e completed March 20, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d98801deb8819092a45193078f09b4 completed April 10, 2026, 11:30 p.m.
NEDg Description generation batch_69d98ae8403c81908a229aa06bd0388a completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98ce9ba0c8190a7c62fa670e23705 completed April 10, 2026, 11:51 p.m.
Created at: March 20, 2026, 1:17 p.m.