Triple

T8959475
Position Surface form Disambiguated ID Type / Status
Subject Florence Broadhurst E213563 entity
Predicate familyName P18 FINISHED
Object Broadhurst
Broadhurst is a surname most notably associated with Australian designer and wallpaper entrepreneur Florence Broadhurst.
 E769557 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: Broadhurst | Statement: [Florence Broadhurst, familyName, Broadhurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Broadhurst
Context triple: [Florence Broadhurst, familyName, Broadhurst]
  • A. Hargreaves
    Hargreaves is an English surname most notably associated with James Hargreaves, the 18th-century inventor of the spinning jenny.
  • B. Comden
    Comden is the surname of Betty Comden, the renowned American lyricist, screenwriter, and part of the celebrated musical-comedy duo Comden and Green.
  • C. Burdine
    Burdine is the respondent in the U.S. Supreme Court employment discrimination case Texas Department of Community Affairs v. Burdine, which clarified the burden of proof framework in Title VII disparate treatment claims.
  • D. Brightwell
    Brightwell is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • E. Goldshaw Booth
    Goldshaw Booth is a small rural civil parish and village in Lancashire, England, situated within the Borough of Pendle.
  • 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: Broadhurst
Triple: [Florence Broadhurst, familyName, Broadhurst]
Generated description
Broadhurst is a surname most notably associated with Australian designer and wallpaper entrepreneur Florence Broadhurst.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Broadhurst
Target entity description: Broadhurst is a surname most notably associated with Australian designer and wallpaper entrepreneur Florence Broadhurst.
  • A. Hargreaves
    Hargreaves is an English surname most notably associated with James Hargreaves, the 18th-century inventor of the spinning jenny.
  • B. Comden
    Comden is the surname of Betty Comden, the renowned American lyricist, screenwriter, and part of the celebrated musical-comedy duo Comden and Green.
  • C. Burdine
    Burdine is the respondent in the U.S. Supreme Court employment discrimination case Texas Department of Community Affairs v. Burdine, which clarified the burden of proof framework in Title VII disparate treatment claims.
  • D. Brightwell
    Brightwell is a small rural village and civil parish located in the county of Suffolk in eastern England.
  • E. Goldshaw Booth
    Goldshaw Booth is a small rural civil parish and village in Lancashire, England, situated within the Borough of Pendle.
  • 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_69ca8399ad2081909f8fa41d4314c215 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc672b12b48190a9d964f79b96d237 completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc946a2f88190b7cd0fca67d31dfd completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfca41aed08190a5107597625e4b61 completed April 3, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69cfcaba165081908c7bbfb905356942 completed April 3, 2026, 2:12 p.m.
Created at: March 30, 2026, 7 p.m.