Triple
T8951401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roger Brown |
E213356
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Brown stages of language development
Brown stages of language development are a widely used framework in developmental psycholinguistics that outlines the typical sequence and complexity of young children's grammatical growth.
|
E768643
|
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: Brown stages of language development | Statement: [Roger Brown, knownFor, Brown stages of language development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brown stages of language development Context triple: [Roger Brown, knownFor, Brown stages of language development]
-
A.
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.
-
B.
The Way to Language
"The Way to Language" is a philosophical essay by Martin Heidegger that explores the nature of language as the medium through which being and thought are disclosed.
-
C.
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.
-
D.
Growing a Language
"Growing a Language" is a well-known talk and essay by computer scientist Guy L. Steele Jr. that uses a constrained English vocabulary to illustrate principles of language design and extensibility in programming languages.
-
E.
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.
- 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: Brown stages of language development Triple: [Roger Brown, knownFor, Brown stages of language development]
Generated description
Brown stages of language development are a widely used framework in developmental psycholinguistics that outlines the typical sequence and complexity of young children's grammatical growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brown stages of language development Target entity description: Brown stages of language development are a widely used framework in developmental psycholinguistics that outlines the typical sequence and complexity of young children's grammatical growth.
-
A.
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.
-
B.
The Way to Language
"The Way to Language" is a philosophical essay by Martin Heidegger that explores the nature of language as the medium through which being and thought are disclosed.
-
C.
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.
-
D.
Growing a Language
"Growing a Language" is a well-known talk and essay by computer scientist Guy L. Steele Jr. that uses a constrained English vocabulary to illustrate principles of language design and extensibility in programming languages.
-
E.
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.
- 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_69ca839843408190a39069a029a89f15 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc670c7244819084978922a9835bc9 |
completed | April 1, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc20a5ab481909e10f3abf679ec4c |
completed | April 3, 2026, 1:35 p.m. |
| NEDg | Description generation | batch_69cfc2d295c48190952486e6f44cd74f |
completed | April 3, 2026, 1:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc722921881908978147e4cc6875c |
completed | April 3, 2026, 1:56 p.m. |
Created at: March 30, 2026, 6:59 p.m.