Triple

T13762887
Position Surface form Disambiguated ID Type / Status
Subject Dennis Quaid E330658 entity
Predicate spouse P13 FINISHED
Object Kimberly Buffington
Kimberly Buffington is an American real estate agent best known for her former marriage to actor Dennis Quaid.
E1180076 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: Kimberly Buffington | Statement: [Dennis Quaid, spouse, Kimberly Buffington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kimberly Buffington
Context triple: [Dennis Quaid, spouse, Kimberly Buffington]
  • A. Kimberly Fritts
    Kimberly Fritts is an American political consultant and lobbyist known for her longtime leadership role at the Podesta Group, a prominent Washington, D.C. lobbying firm.
  • B. Laura Bickford
    Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
  • C. Kimberly Steward
    Kimberly Steward is an American film producer best known for her work on acclaimed independent films, including the Oscar-winning drama "Manchester by the Sea."
  • D. Maree Cheatham
    Maree Cheatham is an American actress best known for her long-running roles in daytime soap operas and recurring appearances in film and television comedies.
  • E. Kimberly Anne Scott
    Kimberly Anne Scott is an American woman best known as the on-and-off wife of rapper Eminem and the mother of his daughter Hailie Jade.
  • 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: Kimberly Buffington
Triple: [Dennis Quaid, spouse, Kimberly Buffington]
Generated description
Kimberly Buffington is an American real estate agent best known for her former marriage to actor Dennis Quaid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kimberly Buffington
Target entity description: Kimberly Buffington is an American real estate agent best known for her former marriage to actor Dennis Quaid.
  • A. Kimberly Fritts
    Kimberly Fritts is an American political consultant and lobbyist known for her longtime leadership role at the Podesta Group, a prominent Washington, D.C. lobbying firm.
  • B. Laura Bickford
    Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
  • C. Kimberly Steward
    Kimberly Steward is an American film producer best known for her work on acclaimed independent films, including the Oscar-winning drama "Manchester by the Sea."
  • D. Maree Cheatham
    Maree Cheatham is an American actress best known for her long-running roles in daytime soap operas and recurring appearances in film and television comedies.
  • E. Kimberly Anne Scott
    Kimberly Anne Scott is an American woman best known as the on-and-off wife of rapper Eminem and the mother of his daughter Hailie Jade.
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02250f4881908d5193b3d5d25844 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa11c81f481909129eef69e47d079 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 9, 2026, 10:10 p.m.