Triple

T19556207
Position Surface form Disambiguated ID Type / Status
Subject John Bercow E489317 entity
Predicate notableWork P4 FINISHED
Object Autobiography "Unspeakable"
Autobiography "Unspeakable" is the memoir of former UK House of Commons Speaker John Bercow, in which he reflects on his political career, controversies, and personal life.
 E1384066 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: Autobiography "Unspeakable" | Statement: [John Bercow, notableWork, Autobiography "Unspeakable"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Autobiography "Unspeakable"
Context triple: [John Bercow, notableWork, Autobiography "Unspeakable"]
  • A. Speaking for Myself: The Autobiography
    "Speaking for Myself: The Autobiography" is the memoir of British barrister and former Prime Minister Tony Blair’s wife Cherie Booth, recounting her personal life, legal career, and experiences at the heart of UK politics.
  • B. By Myself (autobiography)
    "By Myself" is the autobiography of Hollywood actress Lauren Bacall (born Betty Joan Perske), chronicling her life and career in film and theater.
  • C. Who I Am (autobiography)
    "Who I Am" is the candid, introspective autobiography of Pete Townshend, guitarist and principal songwriter of the rock band The Who, detailing his life, career, and creative struggles.
  • D. My Life (autobiography)
    "My Life" is the political autobiography of David Lange, former Prime Minister of New Zealand, recounting his life, career, and leadership during pivotal events such as the anti-nuclear movement.
  • E. Testimony (memoir)
    Testimony is the memoir of musician Robbie Robertson, chronicling his life, career, and experiences with The Band and the broader rock music scene.
  • 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: Autobiography "Unspeakable"
Triple: [John Bercow, notableWork, Autobiography "Unspeakable"]
Generated description
Autobiography "Unspeakable" is the memoir of former UK House of Commons Speaker John Bercow, in which he reflects on his political career, controversies, and personal life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Autobiography "Unspeakable"
Target entity description: Autobiography "Unspeakable" is the memoir of former UK House of Commons Speaker John Bercow, in which he reflects on his political career, controversies, and personal life.
  • A. Speaking for Myself: The Autobiography
    "Speaking for Myself: The Autobiography" is the memoir of British barrister and former Prime Minister Tony Blair’s wife Cherie Booth, recounting her personal life, legal career, and experiences at the heart of UK politics.
  • B. By Myself (autobiography)
    "By Myself" is the autobiography of Hollywood actress Lauren Bacall (born Betty Joan Perske), chronicling her life and career in film and theater.
  • C. Who I Am (autobiography)
    "Who I Am" is the candid, introspective autobiography of Pete Townshend, guitarist and principal songwriter of the rock band The Who, detailing his life, career, and creative struggles.
  • D. My Life (autobiography)
    "My Life" is the political autobiography of David Lange, former Prime Minister of New Zealand, recounting his life, career, and leadership during pivotal events such as the anti-nuclear movement.
  • E. Testimony (memoir)
    Testimony is the memoir of musician Robbie Robertson, chronicling his life, career, and experiences with The Band and the broader rock music scene.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d341d708190b8ef35822f8bfe7c completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07577e66c4819080298e223c2ece16 completed May 15, 2026, 5:27 p.m.
NEDg Description generation batch_6a07583fc26481908bd2f00c19f3b4cd completed May 15, 2026, 5:30 p.m.
NED2 Entity disambiguation (via description) batch_6a07594a23ac81908807df4605555d3f completed May 15, 2026, 5:35 p.m.
Created at: April 10, 2026, 1:42 p.m.