Triple

T18576833
Position Surface form Disambiguated ID Type / Status
Subject Terry Tempest Williams E454007 entity
Predicate spouse P13 FINISHED
Object Brooke Williams
Brooke Williams is an American conservationist and writer known for his environmental advocacy and frequent collaboration with his wife, author Terry Tempest Williams.
 E1332203 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: Brooke Williams | Statement: [Terry Tempest Williams, spouse, Brooke Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brooke Williams
Context triple: [Terry Tempest Williams, spouse, Brooke Williams]
  • A. Brooke Bailey
    Brooke Bailey is a reality television personality and model best known for appearing as a cast member on the VH1 series "Basketball Wives."
  • B. Brooke Nelson
    Brooke Nelson is the child of American businessman and former U.S. Senator Ben Nelson.
  • C. Brooke Bowman
    Brooke Bowman is an American television executive known for her work in programming and development at major cable networks such as FX and Fox.
  • D. Brooke Lewis
    Brooke Lewis is an American actress and producer best known for her work in independent horror and thriller films.
  • E. Brooke Nevin
    Brooke Nevin is a Canadian actress known for her work in television dramas and films, including prominent roles in series like Breakout Kings.
  • 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: Brooke Williams
Triple: [Terry Tempest Williams, spouse, Brooke Williams]
Generated description
Brooke Williams is an American conservationist and writer known for his environmental advocacy and frequent collaboration with his wife, author Terry Tempest Williams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brooke Williams
Target entity description: Brooke Williams is an American conservationist and writer known for his environmental advocacy and frequent collaboration with his wife, author Terry Tempest Williams.
  • A. Brooke Bailey
    Brooke Bailey is a reality television personality and model best known for appearing as a cast member on the VH1 series "Basketball Wives."
  • B. Brooke Nelson
    Brooke Nelson is the child of American businessman and former U.S. Senator Ben Nelson.
  • C. Brooke Bowman
    Brooke Bowman is an American television executive known for her work in programming and development at major cable networks such as FX and Fox.
  • D. Brooke Lewis
    Brooke Lewis is an American actress and producer best known for her work in independent horror and thriller films.
  • E. Brooke Nevin
    Brooke Nevin is a Canadian actress known for her work in television dramas and films, including prominent roles in series like Breakout Kings.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e543cc94f081909b76c3d488ed5637 completed April 19, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04f88ad578819086a5dd6cc8b01f15 completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f9bcca8881908952767c4fc418c8 completed May 13, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_6a04fa25d5d08190b28dae1a1ebb1ff6 completed May 13, 2026, 10:24 p.m.
Created at: April 10, 2026, 11:43 a.m.