Triple

T10051245
Position Surface form Disambiguated ID Type / Status
Subject Pauline Hanson E207751 entity
Predicate hasNotableWork P4 FINISHED
Object autobiography "Untamed and Unashamed"
"Untamed and Unashamed" is the political autobiography of Australian politician Pauline Hanson, detailing her controversial career, personal background, and views on Australian society and politics.
 E837808 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 "Untamed and Unashamed" | Statement: [Pauline Hanson, hasNotableWork, autobiography "Untamed and Unashamed"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: autobiography "Untamed and Unashamed"
Context triple: [Pauline Hanson, hasNotableWork, autobiography "Untamed and Unashamed"]
  • A. autobiography "My Story So Far"
    "My Story So Far" is the early-career autobiography of English footballer Wayne Rooney, recounting his rise from a Liverpool childhood to international stardom.
  • B. memoir "Straight from the Heart"
    "Straight from the Heart" is the political memoir of former Canadian prime minister Jean Chrétien, recounting his early life, rise in politics, and key experiences in public office.
  • C. autobiography "Back from the Brink"
    "Back from the Brink" is the acclaimed autobiography of Irish footballer Paul McGrath, detailing his celebrated career and his struggles with alcoholism, mental health, and personal adversity.
  • D. My Autobiography
    "My Autobiography" is the subtitle of the memoir "A Swim-On Part in the Goldfish Bowl," a personal account of the author's life and experiences.
  • E. Autobiography "My Lord, What a Morning"
    "My Lord, What a Morning" is the autobiography of renowned American contralto Marian Anderson, recounting her life, career, and experiences confronting racial discrimination.
  • 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 "Untamed and Unashamed"
Triple: [Pauline Hanson, hasNotableWork, autobiography "Untamed and Unashamed"]
Generated description
"Untamed and Unashamed" is the political autobiography of Australian politician Pauline Hanson, detailing her controversial career, personal background, and views on Australian society and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: autobiography "Untamed and Unashamed"
Target entity description: "Untamed and Unashamed" is the political autobiography of Australian politician Pauline Hanson, detailing her controversial career, personal background, and views on Australian society and politics.
  • A. autobiography "My Story So Far"
    "My Story So Far" is the early-career autobiography of English footballer Wayne Rooney, recounting his rise from a Liverpool childhood to international stardom.
  • B. memoir "Straight from the Heart"
    "Straight from the Heart" is the political memoir of former Canadian prime minister Jean Chrétien, recounting his early life, rise in politics, and key experiences in public office.
  • C. autobiography "Back from the Brink"
    "Back from the Brink" is the acclaimed autobiography of Irish footballer Paul McGrath, detailing his celebrated career and his struggles with alcoholism, mental health, and personal adversity.
  • D. My Autobiography
    "My Autobiography" is the subtitle of the memoir "A Swim-On Part in the Goldfish Bowl," a personal account of the author's life and experiences.
  • E. Autobiography "My Lord, What a Morning"
    "My Lord, What a Morning" is the autobiography of renowned American contralto Marian Anderson, recounting her life, career, and experiences confronting racial discrimination.
  • 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_69ca835ad0608190b7c80b292da004f5 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf8fb23c8190b48b30cb2368dc1f completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2829e24488190be65cff760850b9e completed April 5, 2026, 3:41 p.m.
NEDg Description generation batch_69d28391f8fc8190964cdccaf5625617 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d284604dc88190b452ee847d3390dd completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:56 p.m.