Triple

T8064336
Position Surface form Disambiguated ID Type / Status
Subject Hank Williams E188203 entity
Predicate spouse P13 FINISHED
Object Audrey Williams
Audrey Williams was an American country music singer and businesswoman best known as the first wife and manager of legendary country star Hank Williams.
E720166 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: Audrey Williams | Statement: [Hank Williams, spouse, Audrey Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Audrey Williams
Context triple: [Hank Williams, spouse, Audrey Williams]
  • A. Audrey Dalton
    Audrey Dalton is an Irish-born actress best known for her roles in 1950s Hollywood films and television, including a prominent part in the 1953 drama "Titanic."
  • B. Audrey Kathleen Ruston
    Audrey Kathleen Ruston, better known as Audrey Hepburn, was a British actress and humanitarian celebrated as a timeless film and fashion icon of the 20th century.
  • C. Audrey Callaghan
    Audrey Callaghan was a British charity worker and public figure, known for her extensive work in children's welfare and for being the wife of UK Prime Minister James Callaghan.
  • D. Audrey Stockton
    Audrey Stockton is the comedic, everywoman protagonist of the action-spy film "The Spy Who Dumped Me," who is thrust into international espionage after discovering her ex-boyfriend is a secret agent.
  • E. Audrey Marie Anderson
    Audrey Marie Anderson is an American actress and model best known for her roles on the television series "The Unit" and "Arrow."
  • 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: Audrey Williams
Triple: [Hank Williams, spouse, Audrey Williams]
Generated description
Audrey Williams was an American country music singer and businesswoman best known as the first wife and manager of legendary country star Hank Williams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Audrey Williams
Target entity description: Audrey Williams was an American country music singer and businesswoman best known as the first wife and manager of legendary country star Hank Williams.
  • A. Audrey Dalton
    Audrey Dalton is an Irish-born actress best known for her roles in 1950s Hollywood films and television, including a prominent part in the 1953 drama "Titanic."
  • B. Audrey Kathleen Ruston
    Audrey Kathleen Ruston, better known as Audrey Hepburn, was a British actress and humanitarian celebrated as a timeless film and fashion icon of the 20th century.
  • C. Audrey Callaghan
    Audrey Callaghan was a British charity worker and public figure, known for her extensive work in children's welfare and for being the wife of UK Prime Minister James Callaghan.
  • D. Audrey Stockton
    Audrey Stockton is the comedic, everywoman protagonist of the action-spy film "The Spy Who Dumped Me," who is thrust into international espionage after discovering her ex-boyfriend is a secret agent.
  • E. Audrey Marie Anderson
    Audrey Marie Anderson is an American actress and model best known for her roles on the television series "The Unit" and "Arrow."
  • 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fd07fd08190a3b61cb3369ee6a6 completed March 31, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd341a2d2081909e812361025dc1cb completed April 1, 2026, 3:04 p.m.
NEDg Description generation batch_69cd36ecc1d88190a978f1d51b0e1382 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e7822e48190bb573162f224bd8c completed April 1, 2026, 4:57 p.m.
Created at: March 30, 2026, 5:26 p.m.