Triple
T6411952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George K. Zipf |
E127726
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E592078
|
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 Psycho-Biology of Language | Statement: [George K. Zipf, notableWork, The Psycho-Biology of Language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Psycho-Biology of Language Context triple: [George K. Zipf, notableWork, The Psycho-Biology of Language]
-
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 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.
-
C.
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.
-
D.
The Language of Thought
The Language of Thought is a seminal philosophical and cognitive science work by Jerry Fodor that argues for an innate, mental "language" underlying human thought and reasoning.
-
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: The Psycho-Biology of Language Triple: [George K. Zipf, notableWork, The Psycho-Biology of Language]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Psycho-Biology of Language Target entity description: 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.
-
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 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.
-
C.
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.
-
D.
The Language of Thought
The Language of Thought is a seminal philosophical and cognitive science work by Jerry Fodor that argues for an innate, mental "language" underlying human thought and reasoning.
-
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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068d228208190ba05eeb7707482fe |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640c48e688190981a19ce5eb2af44 |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c6427c80c48190b87b9ecd1e10e78a |
completed | March 27, 2026, 8:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c642da89a48190a2d6de237669ca8c |
completed | March 27, 2026, 8:42 a.m. |
Created at: March 22, 2026, 4:42 p.m.