Triple

T9968204
Position Surface form Disambiguated ID Type / Status
Subject David Leslie Johnson-McGoldrick E195736 entity
Predicate spouse P13 FINISHED
Object Tamara Johnson-McGoldrick
Tamara Johnson-McGoldrick is the wife of American screenwriter David Leslie Johnson-McGoldrick and is associated with his work in the film industry.
E832055 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: Tamara Johnson-McGoldrick | Statement: [David Leslie Johnson-McGoldrick, spouse, Tamara Johnson-McGoldrick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tamara Johnson-McGoldrick
Context triple: [David Leslie Johnson-McGoldrick, spouse, Tamara Johnson-McGoldrick]
  • A. Tamara Miller
    Tamara Miller is a member of the Disney family and a granddaughter of Walt Disney through his daughter Diane Disney Miller.
  • B. Tamara Pearce-Higgins
    Tamara Pearce-Higgins is a musician best known for her past role as a member of the English indie rock band Mystery Jets.
  • C. Tanya Stephens
    Tanya Stephens is a Jamaican reggae and dancehall singer-songwriter known for her socially conscious lyrics and influential presence in Caribbean music.
  • D. Nicole Johnson
    Nicole Johnson is an American model and former Miss California USA best known as the wife of Olympic swimmer Michael Phelps.
  • E. Tasha McCauley
    Tasha McCauley is an American robotics engineer and tech entrepreneur known for co-founding the robotics company Fellow Robots and for her work at the intersection of technology and innovation.
  • 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: Tamara Johnson-McGoldrick
Triple: [David Leslie Johnson-McGoldrick, spouse, Tamara Johnson-McGoldrick]
Generated description
Tamara Johnson-McGoldrick is the wife of American screenwriter David Leslie Johnson-McGoldrick and is associated with his work in the film industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tamara Johnson-McGoldrick
Target entity description: Tamara Johnson-McGoldrick is the wife of American screenwriter David Leslie Johnson-McGoldrick and is associated with his work in the film industry.
  • A. Tamara Miller
    Tamara Miller is a member of the Disney family and a granddaughter of Walt Disney through his daughter Diane Disney Miller.
  • B. Tamara Pearce-Higgins
    Tamara Pearce-Higgins is a musician best known for her past role as a member of the English indie rock band Mystery Jets.
  • C. Tanya Stephens
    Tanya Stephens is a Jamaican reggae and dancehall singer-songwriter known for her socially conscious lyrics and influential presence in Caribbean music.
  • D. Nicole Johnson
    Nicole Johnson is an American model and former Miss California USA best known as the wife of Olympic swimmer Michael Phelps.
  • E. Tasha McCauley
    Tasha McCauley is an American robotics engineer and tech entrepreneur known for co-founding the robotics company Fellow Robots and for her work at the intersection of technology and innovation.
  • 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_69ca82ebd1288190912f9e4482d1fa35 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb71f9d7c8190ac02c53052c1c6ad completed April 2, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23db701b881909bb986a32df4349b completed April 5, 2026, 10:47 a.m.
NEDg Description generation batch_69d23f35049c8190a71a88f5dd686596 completed April 5, 2026, 10:53 a.m.
NED2 Entity disambiguation (via description) batch_69d24097d4008190b7a9e7638cd9a972 completed April 5, 2026, 10:59 a.m.
Created at: March 30, 2026, 8:47 p.m.