Triple

T18961794
Position Surface form Disambiguated ID Type / Status
Subject Robert I. Sutton E463930 entity
Predicate notableWork P4 FINISHED
Object The Asshole Survival Guide
The Asshole Survival Guide is a self-help book by organizational psychologist Robert I. Sutton that offers practical strategies for dealing with difficult and toxic people in work and everyday life.
E1350823 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: The Asshole Survival Guide | Statement: [Robert I. Sutton, notableWork, The Asshole Survival Guide]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Asshole Survival Guide
Context triple: [Robert I. Sutton, notableWork, The Asshole Survival Guide]
  • A. Nobody Wants to Read Your Sh*t
    "Nobody Wants to Read Your Sh*t" is a craft and motivation book by Steven Pressfield that teaches writers and creators how to communicate clearly, compellingly, and audience-first.
  • B. The Intelligent Homosexual’s Guide to Capitalism and Socialism with a Key to the Scriptures
    The Intelligent Homosexual’s Guide to Capitalism and Socialism with a Key to the Scriptures is a sprawling, intellectually dense play by Tony Kushner that explores family, politics, sexuality, and leftist ideology in contemporary America.
  • C. The Book of Mean People
    The Book of Mean People is a children's picture book, written by Nobel laureate Toni Morrison (with her son Slade Morrison), that helps young readers explore and cope with unkind behavior and difficult emotions.
  • D. The God of Fuck
    The God of Fuck is a notorious stage persona and nickname of American musician Marilyn Manson, known for his provocative and controversial shock-rock performances.
  • E. 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.
  • 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: The Asshole Survival Guide
Triple: [Robert I. Sutton, notableWork, The Asshole Survival Guide]
Generated description
The Asshole Survival Guide is a self-help book by organizational psychologist Robert I. Sutton that offers practical strategies for dealing with difficult and toxic people in work and everyday life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Asshole Survival Guide
Target entity description: The Asshole Survival Guide is a self-help book by organizational psychologist Robert I. Sutton that offers practical strategies for dealing with difficult and toxic people in work and everyday life.
  • A. Nobody Wants to Read Your Sh*t
    "Nobody Wants to Read Your Sh*t" is a craft and motivation book by Steven Pressfield that teaches writers and creators how to communicate clearly, compellingly, and audience-first.
  • B. The Intelligent Homosexual’s Guide to Capitalism and Socialism with a Key to the Scriptures
    The Intelligent Homosexual’s Guide to Capitalism and Socialism with a Key to the Scriptures is a sprawling, intellectually dense play by Tony Kushner that explores family, politics, sexuality, and leftist ideology in contemporary America.
  • C. The Book of Mean People
    The Book of Mean People is a children's picture book, written by Nobel laureate Toni Morrison (with her son Slade Morrison), that helps young readers explore and cope with unkind behavior and difficult emotions.
  • D. The God of Fuck
    The God of Fuck is a notorious stage persona and nickname of American musician Marilyn Manson, known for his provocative and controversial shock-rock performances.
  • E. 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.
  • 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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d5d368488190b0c7489335e5dd91 completed April 20, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fd91b248190962ec54be5d75d59 completed May 14, 2026, 10:11 a.m.
NEDg Description generation batch_6a05a14c7a548190921d1c750de71741 completed May 14, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_6a05a2030e788190acb66dade85783ad completed May 14, 2026, 10:20 a.m.
Created at: April 10, 2026, noon