Triple

T14969091
Position Surface form Disambiguated ID Type / Status
Subject Virginia Kelley E373268 entity
Predicate spouse P13 FINISHED
Object Jeff Dwire
Jeff Dwire was an Arkansas businessman best known as the second husband of Virginia Kelley, the mother of U.S. President Bill Clinton.
 E1137310 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: Jeff Dwire | Statement: [Virginia Kelley, spouse, Jeff Dwire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeff Dwire
Context triple: [Virginia Kelley, spouse, Jeff Dwire]
  • A. Andy Fickman
    Andy Fickman is an American film and television director known for family-friendly comedies and energetic, commercially successful studio movies.
  • B. Jeff Danna
    Jeff Danna is a Canadian film composer known for his scores for movies such as The Boondock Saints and various animated and dramatic films.
  • C. Glenn Shadix
    Glenn Shadix was an American character actor best known for his eccentric roles in films like "Beetlejuice" and various voice performances in animated works.
  • D. Guy Busick
    Guy Busick is an American screenwriter best known for co-writing recent entries in the Scream horror film franchise and the darkly comedic thriller Ready or Not.
  • E. Mitch Rouse
    Mitch Rouse is an American actor, comedian, and writer known for his work in film and television, including co-creating the series "Strangers with Candy" and appearing in numerous comedic roles.
  • 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: Jeff Dwire
Triple: [Virginia Kelley, spouse, Jeff Dwire]
Generated description
Jeff Dwire was an Arkansas businessman best known as the second husband of Virginia Kelley, the mother of U.S. President Bill Clinton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeff Dwire
Target entity description: Jeff Dwire was an Arkansas businessman best known as the second husband of Virginia Kelley, the mother of U.S. President Bill Clinton.
  • A. Andy Fickman
    Andy Fickman is an American film and television director known for family-friendly comedies and energetic, commercially successful studio movies.
  • B. Jeff Danna
    Jeff Danna is a Canadian film composer known for his scores for movies such as The Boondock Saints and various animated and dramatic films.
  • C. Glenn Shadix
    Glenn Shadix was an American character actor best known for his eccentric roles in films like "Beetlejuice" and various voice performances in animated works.
  • D. Guy Busick
    Guy Busick is an American screenwriter best known for co-writing recent entries in the Scream horror film franchise and the darkly comedic thriller Ready or Not.
  • E. Mitch Rouse
    Mitch Rouse is an American actor, comedian, and writer known for his work in film and television, including co-creating the series "Strangers with Candy" and appearing in numerous comedic roles.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6e44cb0819096e09f8026ef8174 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69feae0652dc8190a90a1c3b07a6ed94 completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb14a2e748190b47fa4300b43f572 completed May 9, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69feb2555cf8819095fbbb90f3172e2f completed May 9, 2026, 4:04 a.m.
Created at: April 10, 2026, 2:49 a.m.