Triple

T2246719
Position Surface form Disambiguated ID Type / Status
Subject Pierce Brosnan E49520 entity
Predicate spouse P13 FINISHED
Object Keely Shaye Smith
Keely Shaye Smith is an American journalist, author, television host, and environmental activist, best known for her work in environmental advocacy and media.
 E267924 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: Keely Shaye Smith | Statement: [Pierce Brosnan, spouse, Keely Shaye Smith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keely Shaye Smith
Context triple: [Pierce Brosnan, spouse, Keely Shaye Smith]
  • A. Laiyah Shannon Brown
    Laiyah Shannon Brown is the daughter of American R&B singer Monica and former NBA player Shannon Brown.
  • B. Veanne Cox
    Veanne Cox is an American actress and singer known for her work in musical theatre, film, and television, often recognized for her comedic and character roles.
  • C. Holly Rae Taylor
    Holly Rae Taylor is an American visual artist and the longtime partner of cartoonist and author Alison Bechdel.
  • D. Hadley Richardson
    Hadley Richardson was the first wife of Ernest Hemingway and a central figure in his early life in Paris, later immortalized in his memoir "A Moveable Feast."
  • E. Shyla Leary
    Shyla Leary is known as the spouse of acclaimed American novelist John Irving.
  • 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: Keely Shaye Smith
Triple: [Pierce Brosnan, spouse, Keely Shaye Smith]
Generated description
Keely Shaye Smith is an American journalist, author, television host, and environmental activist, best known for her work in environmental advocacy and media.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keely Shaye Smith
Target entity description: Keely Shaye Smith is an American journalist, author, television host, and environmental activist, best known for her work in environmental advocacy and media.
  • A. Laiyah Shannon Brown
    Laiyah Shannon Brown is the daughter of American R&B singer Monica and former NBA player Shannon Brown.
  • B. Veanne Cox
    Veanne Cox is an American actress and singer known for her work in musical theatre, film, and television, often recognized for her comedic and character roles.
  • C. Holly Rae Taylor
    Holly Rae Taylor is an American visual artist and the longtime partner of cartoonist and author Alison Bechdel.
  • D. Hadley Richardson
    Hadley Richardson was the first wife of Ernest Hemingway and a central figure in his early life in Paris, later immortalized in his memoir "A Moveable Feast."
  • E. Shyla Leary
    Shyla Leary is known as the spouse of acclaimed American novelist John Irving.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ec46b08190ae12de8b255eb71d completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef085c9f48190a9adfff98c30f4f5 completed March 9, 2026, 4:08 p.m.
NEDg Description generation batch_69aef4301658819089163e8a4c640c01 completed March 9, 2026, 4:24 p.m.
NED2 Entity disambiguation (via description) batch_69aef817f22481908a5fdcb46fa095d2 completed March 9, 2026, 4:40 p.m.
Created at: March 4, 2026, 7:47 p.m.