Triple

T21623389
Position Surface form Disambiguated ID Type / Status
Subject George Lakoff E533633 entity
Predicate notableWork P4 FINISHED
Object Women, Fire, and Dangerous Things
Women, Fire, and Dangerous Things is a 1987 cognitive linguistics book by George Lakoff that explores how human categorization and thought are shaped by embodied experience and metaphor rather than by classical logical categories.
E1492216 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: Women, Fire, and Dangerous Things | Statement: [George Lakoff, notableWork, Women, Fire, and Dangerous Things]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Women, Fire, and Dangerous Things
Context triple: [George Lakoff, notableWork, Women, Fire, and Dangerous Things]
  • A. Reading Myself and Others
    "Reading Myself and Others" is a collection of essays and interviews by Philip Roth in which he reflects on his own work, the craft of fiction, and the role of the writer.
  • B. The Stuff of Thought
    The Stuff of Thought is a book by cognitive scientist Steven Pinker that explores how language reveals the nature of human thought, emotion, and social relationships.
  • C. Words and Rules
    Words and Rules is a book by cognitive scientist Steven Pinker that explores how the human mind processes language, particularly the interplay between memorized words and grammatical rules.
  • D. The Child's Conception of the World
    The Child's Conception of the World is a seminal book by developmental psychologist Jean Piaget that explores how children understand reality, causality, and the physical world as their cognitive abilities develop.
  • E. How to Do Things with Words
    How to Do Things with Words is a foundational work in 20th-century philosophy of language by J. L. Austin that introduced speech act theory and transformed understandings of how language functions in practice.
  • 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: Women, Fire, and Dangerous Things
Triple: [George Lakoff, notableWork, Women, Fire, and Dangerous Things]
Generated description
Women, Fire, and Dangerous Things is a 1987 cognitive linguistics book by George Lakoff that explores how human categorization and thought are shaped by embodied experience and metaphor rather than by classical logical categories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Women, Fire, and Dangerous Things
Target entity description: Women, Fire, and Dangerous Things is a 1987 cognitive linguistics book by George Lakoff that explores how human categorization and thought are shaped by embodied experience and metaphor rather than by classical logical categories.
  • A. Reading Myself and Others
    "Reading Myself and Others" is a collection of essays and interviews by Philip Roth in which he reflects on his own work, the craft of fiction, and the role of the writer.
  • B. The Stuff of Thought
    The Stuff of Thought is a book by cognitive scientist Steven Pinker that explores how language reveals the nature of human thought, emotion, and social relationships.
  • C. Words and Rules
    Words and Rules is a book by cognitive scientist Steven Pinker that explores how the human mind processes language, particularly the interplay between memorized words and grammatical rules.
  • D. The Child's Conception of the World
    The Child's Conception of the World is a seminal book by developmental psychologist Jean Piaget that explores how children understand reality, causality, and the physical world as their cognitive abilities develop.
  • E. How to Do Things with Words
    How to Do Things with Words is a foundational work in 20th-century philosophy of language by J. L. Austin that introduced speech act theory and transformed understandings of how language functions in practice.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef521125f481909ccfc95d884976e2 completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd4782308190a5fe7127e7047dfa completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fdc1ef648190b14f8e8c2d64e9bc completed May 17, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a09fe2103e081909a36eec585b71b90 completed May 17, 2026, 5:42 p.m.
Created at: April 16, 2026, 6:34 p.m.