Triple

T13977406
Position Surface form Disambiguated ID Type / Status
Subject John C. McGinley E336221 entity
Predicate spouse P13 FINISHED
Object Nicole Kessler
Nicole Kessler is an American yoga instructor and the wife of actor John C. McGinley.
E1242866 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: Nicole Kessler | Statement: [John C. McGinley, spouse, Nicole Kessler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicole Kessler
Context triple: [John C. McGinley, spouse, Nicole Kessler]
  • A. Nicole Becker
    Nicole Becker was the wife of influential French Marxist philosopher and sociologist Henri Lefebvre.
  • B. Nicole Pantenburg
    Nicole Pantenburg is an American former backup dancer and actress best known for her work with artists like Janet Jackson and for her marriage to R&B singer-songwriter Babyface.
  • C. Nicole Schuetz
    Nicole Schuetz is an American entrepreneur and impact investor known for her work in sustainable finance and as the founder of Sutro Energy Group.
  • D. Kirsten Fudeman
    Kirsten Fudeman is a linguist and scholar known for her collaborative work with Mark Aronoff in the field of morphology and the history of linguistic thought.
  • E. Nicole Flender
    Nicole Flender is an American real estate broker and former Broadway dancer best known as the mother of actor Timothée Chalamet.
  • 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: Nicole Kessler
Triple: [John C. McGinley, spouse, Nicole Kessler]
Generated description
Nicole Kessler is an American yoga instructor and the wife of actor John C. McGinley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicole Kessler
Target entity description: Nicole Kessler is an American yoga instructor and the wife of actor John C. McGinley.
  • A. Nicole Becker
    Nicole Becker was the wife of influential French Marxist philosopher and sociologist Henri Lefebvre.
  • B. Nicole Pantenburg
    Nicole Pantenburg is an American former backup dancer and actress best known for her work with artists like Janet Jackson and for her marriage to R&B singer-songwriter Babyface.
  • C. Nicole Schuetz
    Nicole Schuetz is an American entrepreneur and impact investor known for her work in sustainable finance and as the founder of Sutro Energy Group.
  • D. Kirsten Fudeman
    Kirsten Fudeman is a linguist and scholar known for her collaborative work with Mark Aronoff in the field of morphology and the history of linguistic thought.
  • E. Nicole Flender
    Nicole Flender is an American real estate broker and former Broadway dancer best known as the mother of actor Timothée Chalamet.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e90dc148190b38e339aac0de484 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d445c4848190b5c97bb27be6c749 completed May 10, 2026, 6:53 p.m.
NEDg Description generation batch_6a00d4e10e848190aaa2a83012cb58ba completed May 10, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5adee908190a13bfc765e7c8f06 completed May 10, 2026, 6:59 p.m.
Created at: April 9, 2026, 10:18 p.m.