Triple

T9980585

Position	Surface form	Disambiguated ID	Type / Status
Subject	The Stuff of Thought	`E196440`	entity
Predicate	subtitle	`P2765`	FINISHED
Object	Language as a Window into Human Nature "Language as a Window into Human Nature" is the subtitle of Steven Pinker's book The Stuff of Thought, which explores how language reveals the structure of human thought, emotion, and social relationships.	`E834159`	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: Language as a Window into Human Nature | Statement: [The Stuff of Thought, subtitle, Language as a Window into Human Nature]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Language as a Window into Human Nature
Context triple: [The Stuff of Thought, subtitle, Language as a Window into Human Nature]

A. Language and Mind
Language and Mind is a collection of influential essays by Noam Chomsky that explores the nature of language, human cognition, and their implications for philosophy and psychology.
B. On the Origin of Language
On the Origin of Language is a 19th-century work by philologist Hensleigh Wedgwood that explores the origins and development of human speech and linguistic forms.
C. The Development of Language
The Development of Language is a widely used textbook in psycholinguistics and language acquisition that explores how children learn and develop language from infancy through later childhood.
D. The Psycho-Biology of Language
The Psycho-Biology of Language is a seminal work by linguist George K. Zipf that explores statistical patterns in language use and their relation to human behavior, introducing what became known as Zipf's law.
E. Language: An Introduction to the Study of Speech
"Language: An Introduction to the Study of Speech" is a foundational 1921 work in linguistics that systematically explores the nature, structure, and function of human language.
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: Language as a Window into Human Nature
Triple: [The Stuff of Thought, subtitle, Language as a Window into Human Nature]

Generated description

"Language as a Window into Human Nature" is the subtitle of Steven Pinker's book *The Stuff of Thought*, which explores how language reveals the structure of human thought, emotion, and social relationships.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Language as a Window into Human Nature
Target entity description: "Language as a Window into Human Nature" is the subtitle of Steven Pinker's book *The Stuff of Thought*, which explores how language reveals the structure of human thought, emotion, and social relationships.

A. Language and Mind
Language and Mind is a collection of influential essays by Noam Chomsky that explores the nature of language, human cognition, and their implications for philosophy and psychology.
B. On the Origin of Language
On the Origin of Language is a 19th-century work by philologist Hensleigh Wedgwood that explores the origins and development of human speech and linguistic forms.
C. The Development of Language
The Development of Language is a widely used textbook in psycholinguistics and language acquisition that explores how children learn and develop language from infancy through later childhood.
D. The Psycho-Biology of Language
The Psycho-Biology of Language is a seminal work by linguist George K. Zipf that explores statistical patterns in language use and their relation to human behavior, introducing what became known as Zipf's law.
E. Language: An Introduction to the Study of Speech
"Language: An Introduction to the Study of Speech" is a foundational 1921 work in linguistics that systematically explores the nature, structure, and function of human language.
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_69ca82efbce081908179b4b9c65096eb`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cdb8b9aca881908a9b5dfd7e0de4ba`	completed	April 2, 2026, 12:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d257df420881909edac01b4e331c1e`	completed	April 5, 2026, 12:38 p.m.
NEDg	Description generation	`batch_69d258b6d9c0819096dbd3e85dc6adfc`	completed	April 5, 2026, 12:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69d25981db3c8190b7b4935cdcc1fe1c`	completed	April 5, 2026, 12:45 p.m.

Created at: March 30, 2026, 8:49 p.m.