Triple

T8267639
Position Surface form Disambiguated ID Type / Status
Subject Leroy Jethro Gibbs E193340 entity
Predicate spouse P13 FINISHED
Object Stephanie Flynn
Stephanie Flynn is a minor character in the NCIS universe known primarily as one of Leroy Jethro Gibbs’s ex-wives.
 E722666 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: Stephanie Flynn | Statement: [Leroy Jethro Gibbs, spouse, Stephanie Flynn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephanie Flynn
Context triple: [Leroy Jethro Gibbs, spouse, Stephanie Flynn]
  • A. Katherine Flynn
    Katherine Flynn is an American actress and the daughter of English actress Jane Seymour.
  • B. Meabh Flynn
    Meabh Flynn is a British filmmaker and music video director best known for her creative collaborations with and marriage to musician Peter Gabriel.
  • C. Stephanie Lewis
    Stephanie Lewis is best known as the wife of influential American philosopher David Lewis, a central figure in contemporary analytic philosophy.
  • D. Julie Dillon
    Julie Dillon is an American science fiction and fantasy illustrator renowned for her vibrant, imaginative digital artwork and multiple Hugo Award wins.
  • E. Bridget Donovan
    Bridget Donovan is a central character in the television drama series "Ray Donovan," known as Ray's intelligent yet troubled daughter who struggles with the chaos of her family's criminal entanglements.
  • 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: Stephanie Flynn
Triple: [Leroy Jethro Gibbs, spouse, Stephanie Flynn]
Generated description
Stephanie Flynn is a minor character in the NCIS universe known primarily as one of Leroy Jethro Gibbs’s ex-wives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephanie Flynn
Target entity description: Stephanie Flynn is a minor character in the NCIS universe known primarily as one of Leroy Jethro Gibbs’s ex-wives.
  • A. Katherine Flynn
    Katherine Flynn is an American actress and the daughter of English actress Jane Seymour.
  • B. Meabh Flynn
    Meabh Flynn is a British filmmaker and music video director best known for her creative collaborations with and marriage to musician Peter Gabriel.
  • C. Stephanie Lewis
    Stephanie Lewis is best known as the wife of influential American philosopher David Lewis, a central figure in contemporary analytic philosophy.
  • D. Julie Dillon
    Julie Dillon is an American science fiction and fantasy illustrator renowned for her vibrant, imaginative digital artwork and multiple Hugo Award wins.
  • E. Bridget Donovan
    Bridget Donovan is a central character in the television drama series "Ray Donovan," known as Ray's intelligent yet troubled daughter who struggles with the chaos of her family's criminal entanglements.
  • 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb794fc4208190b268bc69ff2b28a9 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6833065c8190945e88022ad2869d completed April 1, 2026, 6:47 p.m.
NEDg Description generation batch_69cd6d4fa17481909f28ad7eb9bceb42 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7df568788190a5a219baa65a6a19 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:50 p.m.