Triple

T8537429
Position Surface form Disambiguated ID Type / Status
Subject Andy Williams E202111 entity
Predicate spouse P13 FINISHED
Object Debbie Haas
Debbie Haas is best known as the wife of American singer and television host Andy Williams.
E746012 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: Debbie Haas | Statement: [Andy Williams, spouse, Debbie Haas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Debbie Haas
Context triple: [Andy Williams, spouse, Debbie Haas]
  • A. Wendy Haas
    Wendy Haas is an American musician and vocalist known for her work with bands like Santana and Azteca, as well as for her marriage to actor-comedian Martin Mull.
  • B. Debbie Hupp
    Debbie Hupp is an American songwriter best known for co-writing Kenny Rogers’ hit ballad "You Decorated My Life."
  • C. Debbie Meadows
    Debbie Meadows is an American political figure and businesswoman best known as the wife of former White House Chief of Staff and congressman Mark Meadows.
  • D. Debra Christofferson
    Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
  • E. Debra Frisch
    Debra Frisch is an American former psychology professor and blogger best known for a high-profile online harassment case involving a political commentator.
  • 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: Debbie Haas
Triple: [Andy Williams, spouse, Debbie Haas]
Generated description
Debbie Haas is best known as the wife of American singer and television host Andy Williams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Debbie Haas
Target entity description: Debbie Haas is best known as the wife of American singer and television host Andy Williams.
  • A. Wendy Haas
    Wendy Haas is an American musician and vocalist known for her work with bands like Santana and Azteca, as well as for her marriage to actor-comedian Martin Mull.
  • B. Debbie Hupp
    Debbie Hupp is an American songwriter best known for co-writing Kenny Rogers’ hit ballad "You Decorated My Life."
  • C. Debbie Meadows
    Debbie Meadows is an American political figure and businesswoman best known as the wife of former White House Chief of Staff and congressman Mark Meadows.
  • D. Debra Christofferson
    Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
  • E. Debra Frisch
    Debra Frisch is an American former psychology professor and blogger best known for a high-profile online harassment case involving a political commentator.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6a5c2848190836c612597de83b7 completed March 31, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea854e8c881909c62b29d999edde8 completed April 2, 2026, 5:33 p.m.
NEDg Description generation batch_69cea996a5c48190a12ffe8e282d2d9c completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceadb2d52c8190aada1d797753663e completed April 2, 2026, 5:56 p.m.
Created at: March 30, 2026, 6:18 p.m.