Triple

T2273851
Position Surface form Disambiguated ID Type / Status
Subject Lee Iacocca E50722 entity
Predicate notableWork P4 FINISHED
Object Book "Talking Straight"
"Talking Straight" is a candid business and leadership book by auto executive Lee Iacocca in which he reflects on his career, management philosophy, and views on American industry.
E250915 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: Book "Talking Straight" | Statement: [Lee Iacocca, notableWork, Book "Talking Straight"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Book "Talking Straight"
Context triple: [Lee Iacocca, notableWork, Book "Talking Straight"]
  • A. book "Never Leave Well Enough Alone"
    "Never Leave Well Enough Alone" is the autobiographical book by industrial designer Raymond Loewy, in which he recounts his life, design philosophy, and influential role in shaping 20th-century industrial design.
  • B. The Book of Right-On
    "The Book of Right-On" is a song by Joanna Newsom, known for its intricate harp accompaniment and idiosyncratic, poetic lyrics.
  • C. book "Everybody Matters: A Memoir"
    "Everybody Matters: A Memoir" is the autobiography of former Irish president and UN High Commissioner for Human Rights Mary Robinson, chronicling her life, political career, and global human rights advocacy.
  • D. You’re Not Doing It Right (book)
    "You’re Not Doing It Right" is a humorous, self-deprecating memoir by comedian Michael Ian Black that explores marriage, parenthood, and adulthood through a series of personal essays.
  • E. "The Adventures of a Nobody"
    "The Adventures of a Nobody" is a memoir by Louisa Catherine Adams, wife of U.S. President John Quincy Adams, offering a rare firsthand perspective on early American political and social life from a woman's point of view.
  • 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: Book "Talking Straight"
Triple: [Lee Iacocca, notableWork, Book "Talking Straight"]
Generated description
"Talking Straight" is a candid business and leadership book by auto executive Lee Iacocca in which he reflects on his career, management philosophy, and views on American industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Book "Talking Straight"
Target entity description: "Talking Straight" is a candid business and leadership book by auto executive Lee Iacocca in which he reflects on his career, management philosophy, and views on American industry.
  • A. book "Never Leave Well Enough Alone"
    "Never Leave Well Enough Alone" is the autobiographical book by industrial designer Raymond Loewy, in which he recounts his life, design philosophy, and influential role in shaping 20th-century industrial design.
  • B. The Book of Right-On
    "The Book of Right-On" is a song by Joanna Newsom, known for its intricate harp accompaniment and idiosyncratic, poetic lyrics.
  • C. book "Everybody Matters: A Memoir"
    "Everybody Matters: A Memoir" is the autobiography of former Irish president and UN High Commissioner for Human Rights Mary Robinson, chronicling her life, political career, and global human rights advocacy.
  • D. You’re Not Doing It Right (book)
    "You’re Not Doing It Right" is a humorous, self-deprecating memoir by comedian Michael Ian Black that explores marriage, parenthood, and adulthood through a series of personal essays.
  • E. "The Adventures of a Nobody"
    "The Adventures of a Nobody" is a memoir by Louisa Catherine Adams, wife of U.S. President John Quincy Adams, offering a rare firsthand perspective on early American political and social life from a woman's point of view.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ea6cc88190982527774223127f completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71ddc66c81909525394a8b2bb4e0 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae75ba1a988190ba59d3ce5e5c39a8 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae76246f6c81909a15262d2c4ea975 completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:48 p.m.