Triple

T5271022
Position Surface form Disambiguated ID Type / Status
Subject Tony Booth E119257 entity
Predicate spouse P13 FINISHED
Object Steph Booth
Steph Booth is a British writer and mental health campaigner known for her work raising awareness about Alzheimer's disease and for being married to actor Tony Booth.
 E508750 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: Steph Booth | Statement: [Tony Booth, spouse, Steph Booth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steph Booth
Context triple: [Tony Booth, spouse, Steph Booth]
  • A. Emma Booth
    Emma Booth was a prominent early leader in The Salvation Army and the daughter of its founder, William Booth.
  • B. Chrisann Brennan
    Chrisann Brennan is an American painter and writer best known as Steve Jobs's high school girlfriend and the mother of his first child, Lisa Brennan-Jobs.
  • C. Molly Stark
    Molly Stark was the wife of American Revolutionary War General John Stark, remembered in part through his famous battle cry invoking her name at the Battle of Bennington.
  • D. Elizabeth Booth
    Elizabeth Booth is a woman known primarily as the daughter of Mary Ann Holmes Booth.
  • E. Elizabeth Booth
    Elizabeth Booth was a 19th-century American woman best known as a member of the prominent Booth theatrical family, daughter of the famed Shakespearean actor Junius Brutus Booth.
  • 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: Steph Booth
Triple: [Tony Booth, spouse, Steph Booth]
Generated description
Steph Booth is a British writer and mental health campaigner known for her work raising awareness about Alzheimer's disease and for being married to actor Tony Booth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steph Booth
Target entity description: Steph Booth is a British writer and mental health campaigner known for her work raising awareness about Alzheimer's disease and for being married to actor Tony Booth.
  • A. Emma Booth
    Emma Booth was a prominent early leader in The Salvation Army and the daughter of its founder, William Booth.
  • B. Chrisann Brennan
    Chrisann Brennan is an American painter and writer best known as Steve Jobs's high school girlfriend and the mother of his first child, Lisa Brennan-Jobs.
  • C. Molly Stark
    Molly Stark was the wife of American Revolutionary War General John Stark, remembered in part through his famous battle cry invoking her name at the Battle of Bennington.
  • D. Elizabeth Booth
    Elizabeth Booth is a woman known primarily as the daughter of Mary Ann Holmes Booth.
  • E. Elizabeth Booth
    Elizabeth Booth was a 19th-century American woman best known as a member of the prominent Booth theatrical family, daughter of the famed Shakespearean actor Junius Brutus Booth.
  • 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_69bd446c38e081908cdaf113bdf86790 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7c1fa01081909d589686289b624b completed March 20, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06cb5f788190b9ee79ca15da9d58 completed March 21, 2026, 8:59 p.m.
NEDg Description generation batch_69bf08e009788190ae74e25f35ccf100 completed March 21, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69bf0979c11c8190bc5c3957d098d8d5 completed March 21, 2026, 9:11 p.m.
Created at: March 20, 2026, 1:51 p.m.