Triple

T2774238
Position Surface form Disambiguated ID Type / Status
Subject Brent Scowcroft E61529 entity
Predicate coAuthor P398 FINISHED
Object A World Transformed
A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
E297378 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: A World Transformed | Statement: [Brent Scowcroft, coAuthor, A World Transformed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A World Transformed
Context triple: [Brent Scowcroft, coAuthor, A World Transformed]
  • A. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • B. To Heal a Fractured World
    To Heal a Fractured World is a philosophical and religious work by Rabbi Jonathan Sacks that explores the Jewish ethics of responsibility, compassion, and repairing a broken world.
  • C. The Inevitable Revolution
    The Inevitable Revolution is a political work by Lebanese Druze leader and thinker Kamal Jumblatt that outlines his revolutionary, socialist, and humanist vision for transforming Arab and Lebanese society.
  • D. A World Between
    A World Between is a science fiction novel by Norman Spinrad that explores political manipulation and media control on a distant, idealistic colony world.
  • E. A Time of Changes
    A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
  • 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: A World Transformed
Triple: [Brent Scowcroft, coAuthor, A World Transformed]
Generated description
A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A World Transformed
Target entity description: A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
  • A. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • B. To Heal a Fractured World
    To Heal a Fractured World is a philosophical and religious work by Rabbi Jonathan Sacks that explores the Jewish ethics of responsibility, compassion, and repairing a broken world.
  • C. The Inevitable Revolution
    The Inevitable Revolution is a political work by Lebanese Druze leader and thinker Kamal Jumblatt that outlines his revolutionary, socialist, and humanist vision for transforming Arab and Lebanese society.
  • D. A World Between
    A World Between is a science fiction novel by Norman Spinrad that explores political manipulation and media control on a distant, idealistic colony world.
  • E. A Time of Changes
    A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd7f9570819087f1b1cb59d68586 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc058c8a48190bbd151251678b4ee completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc15513f48190a22f83571be2e0bd completed March 10, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69afc1c9440c8190abf9dc063109af45 completed March 10, 2026, 7:01 a.m.
Created at: March 6, 2026, 9:57 p.m.