Triple

T14383650

Position	Surface form	Disambiguated ID	Type / Status
Subject	Terry Winograd	`E356669`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Language as a Cognitive Process "Language as a Cognitive Process" is a foundational work in cognitive science and artificial intelligence that analyzes how humans understand and generate language through underlying mental and computational processes.	`E1097824`	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 Cognitive Process | Statement: [Terry Winograd, notableWork, Language as a Cognitive Process]

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

Target entity: Language as a Cognitive Process
Context triple: [Terry Winograd, notableWork, Language as a Cognitive Process]

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. 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.
C. The Relation of Habitual Thought and Behavior to Language
"The Relation of Habitual Thought and Behavior to Language" is a seminal essay by linguist Benjamin Lee Whorf that articulates the idea that the structure of a language influences its speakers’ patterns of thought and behavior.
D. 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.
E. Semantics and Cognition
Semantics and Cognition is a foundational book in cognitive linguistics that explores how meaning in language is structured and represented in the human mind.
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 Cognitive Process
Triple: [Terry Winograd, notableWork, Language as a Cognitive Process]

Generated description

"Language as a Cognitive Process" is a foundational work in cognitive science and artificial intelligence that analyzes how humans understand and generate language through underlying mental and computational processes.

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

Target entity: Language as a Cognitive Process
Target entity description: "Language as a Cognitive Process" is a foundational work in cognitive science and artificial intelligence that analyzes how humans understand and generate language through underlying mental and computational processes.

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. 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.
C. The Relation of Habitual Thought and Behavior to Language
"The Relation of Habitual Thought and Behavior to Language" is a seminal essay by linguist Benjamin Lee Whorf that articulates the idea that the structure of a language influences its speakers’ patterns of thought and behavior.
D. 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.
E. Semantics and Cognition
Semantics and Cognition is a foundational book in cognitive linguistics that explores how meaning in language is structured and represented in the human mind.
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_69d827927c988190ad98bb0360981783`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de900d28c88190a37feee4743563de`	completed	April 14, 2026, 7:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd5511c9e4819089dcbf089ca0dc6a`	completed	May 8, 2026, 3:14 a.m.
NEDg	Description generation	`batch_69fd5671340081909d87978be2a5522b`	completed	May 8, 2026, 3:20 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd57a6711881909429bba35ee867c6`	completed	May 8, 2026, 3:25 a.m.

Created at: April 10, 2026, 1:16 a.m.