Triple

T20895489
Position Surface form Disambiguated ID Type / Status
Subject Robert L. Bernstein E514520 entity
Predicate notablePublication P4 FINISHED
Object Speaking Freely: My Life in Publishing and Human Rights
"Speaking Freely: My Life in Publishing and Human Rights" is the memoir of publisher and human-rights advocate Robert L. Bernstein, recounting his career at Random House and his pioneering work in global free-expression and human-rights campaigns.
E1456773 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: Speaking Freely: My Life in Publishing and Human Rights | Statement: [Robert L. Bernstein, notablePublication, Speaking Freely: My Life in Publishing and Human Rights]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speaking Freely: My Life in Publishing and Human Rights
Context triple: [Robert L. Bernstein, notablePublication, Speaking Freely: My Life in Publishing and Human Rights]
  • A. Speak Truth to Power: Human Rights Defenders Who Are Changing Our World
    Speak Truth to Power: Human Rights Defenders Who Are Changing Our World is a book that profiles courageous activists from around the globe who risk their lives to defend human rights and challenge injustice.
  • B. The Right to Write
    The Right to Write is a self-help book by Julia Cameron that offers guidance and exercises to help people develop a more natural, joyful, and creative writing practice.
  • C. The Truth Shall Make Us Free
    "The Truth Shall Make Us Free" is the guiding motto of Adelphi University, emphasizing the liberating power of knowledge and truth in education.
  • D. Persecution and the Art of Writing
    Persecution and the Art of Writing is a 1952 philosophical work by Leo Strauss that argues many classic philosophers wrote esoterically—hiding their true, often politically dangerous ideas beneath an exoteric surface—to avoid persecution.
  • E. Speaking Out: Lessons in Life and Politics
    "Speaking Out: Lessons in Life and Politics" is a political memoir by former UK Labour politician Ed Balls, reflecting on his career, personal life, and the challenges of modern politics.
  • 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: Speaking Freely: My Life in Publishing and Human Rights
Triple: [Robert L. Bernstein, notablePublication, Speaking Freely: My Life in Publishing and Human Rights]
Generated description
"Speaking Freely: My Life in Publishing and Human Rights" is the memoir of publisher and human-rights advocate Robert L. Bernstein, recounting his career at Random House and his pioneering work in global free-expression and human-rights campaigns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speaking Freely: My Life in Publishing and Human Rights
Target entity description: "Speaking Freely: My Life in Publishing and Human Rights" is the memoir of publisher and human-rights advocate Robert L. Bernstein, recounting his career at Random House and his pioneering work in global free-expression and human-rights campaigns.
  • A. Speak Truth to Power: Human Rights Defenders Who Are Changing Our World
    Speak Truth to Power: Human Rights Defenders Who Are Changing Our World is a book that profiles courageous activists from around the globe who risk their lives to defend human rights and challenge injustice.
  • B. The Right to Write
    The Right to Write is a self-help book by Julia Cameron that offers guidance and exercises to help people develop a more natural, joyful, and creative writing practice.
  • C. The Truth Shall Make Us Free
    "The Truth Shall Make Us Free" is the guiding motto of Adelphi University, emphasizing the liberating power of knowledge and truth in education.
  • D. Persecution and the Art of Writing
    Persecution and the Art of Writing is a 1952 philosophical work by Leo Strauss that argues many classic philosophers wrote esoterically—hiding their true, often politically dangerous ideas beneath an exoteric surface—to avoid persecution.
  • E. Speaking Out: Lessons in Life and Politics
    "Speaking Out: Lessons in Life and Politics" is a political memoir by former UK Labour politician Ed Balls, reflecting on his career, personal life, and the challenges of modern politics.
  • 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_69e0b4f7ebe48190952a85547a0f31a1 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6d06233588190942493b709e30820 completed April 21, 2026, 1:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0918cd21dc8190b7c7101d83ebfba5 completed May 17, 2026, 1:24 a.m.
NEDg Description generation batch_6a0919e92f7c8190ab3b9b8cbfa6f7a4 completed May 17, 2026, 1:29 a.m.
NED2 Entity disambiguation (via description) batch_6a091a543580819099649ae1d8283606 completed May 17, 2026, 1:31 a.m.
Created at: April 16, 2026, 12:47 p.m.