Triple

T16650289
Position Surface form Disambiguated ID Type / Status
Subject Max Black E404584 entity
Predicate notableWork P4 FINISHED
Object “Critical Thinking”
“Critical Thinking” is a philosophical work by Max Black that explores the principles and methods of logical analysis and rational argument.
 E1226263 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: “Critical Thinking” | Statement: [Max Black, notableWork, “Critical Thinking”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Critical Thinking”
Context triple: [Max Black, notableWork, “Critical Thinking”]
  • A. Discourse on Thinking
    Discourse on Thinking is a philosophical work by Martin Heidegger that explores the nature of thinking and meditative reflection beyond the confines of traditional metaphysics and scientific rationality.
  • B. The Art of Thought
    The Art of Thought is a seminal 1926 book by social psychologist Graham Wallas that introduced the influential four-stage model of the creative process (preparation, incubation, illumination, verification).
  • C. “Truth and Meaning”
    “Truth and Meaning” is a seminal philosophical essay by Michael Dummett that develops a theory of meaning grounded in the conditions for a sentence’s truth.
  • D. "Brainstorms"
    "Brainstorms" is a collection of influential essays by philosopher Daniel Dennett that explores the nature of mind, consciousness, and cognitive science from a philosophical and computational perspective.
  • E. “Reason”
    “Reason” is a science fiction short story by Isaac Asimov featuring the robot QT-1, who develops its own theology while questioning human authority.
  • 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: “Critical Thinking”
Triple: [Max Black, notableWork, “Critical Thinking”]
Generated description
“Critical Thinking” is a philosophical work by Max Black that explores the principles and methods of logical analysis and rational argument.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Critical Thinking”
Target entity description: “Critical Thinking” is a philosophical work by Max Black that explores the principles and methods of logical analysis and rational argument.
  • A. Discourse on Thinking
    Discourse on Thinking is a philosophical work by Martin Heidegger that explores the nature of thinking and meditative reflection beyond the confines of traditional metaphysics and scientific rationality.
  • B. The Art of Thought
    The Art of Thought is a seminal 1926 book by social psychologist Graham Wallas that introduced the influential four-stage model of the creative process (preparation, incubation, illumination, verification).
  • C. “Truth and Meaning”
    “Truth and Meaning” is a seminal philosophical essay by Michael Dummett that develops a theory of meaning grounded in the conditions for a sentence’s truth.
  • D. "Brainstorms"
    "Brainstorms" is a collection of influential essays by philosopher Daniel Dennett that explores the nature of mind, consciousness, and cognitive science from a philosophical and computational perspective.
  • E. “Reason”
    “Reason” is a science fiction short story by Isaac Asimov featuring the robot QT-1, who develops its own theology while questioning human authority.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ad85ec881909dc6a434a363dab1 completed April 18, 2026, 12:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084c2a8448190a9f05bc7e1ce7a05 completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008607434481909d41e7b8d6f9a4a3 completed May 10, 2026, 1:20 p.m.
NED2 Entity disambiguation (via description) batch_6a00868e55dc8190bfc7cd1b78ec4d6d completed May 10, 2026, 1:22 p.m.
Created at: April 10, 2026, 5:18 a.m.