Triple
T21334789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yale romanization of Cantonese |
E526012
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Yale University linguists
Yale University linguists are language scholars affiliated with Yale who specialize in analyzing, documenting, and creating pedagogical systems for languages, including influential romanization schemes.
|
E1478308
|
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: Yale University linguists | Statement: [Yale romanization of Cantonese, developedBy, Yale University linguists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yale University linguists Context triple: [Yale romanization of Cantonese, developedBy, Yale University linguists]
-
A.
Department of Linguistics, University of California, Los Angeles
The Department of Linguistics at the University of California, Los Angeles is a leading academic center renowned for its influential research and teaching across theoretical and applied linguistics.
-
B.
Stanford University Department of Linguistics
The Stanford University Department of Linguistics is a leading academic department renowned for its research and teaching across theoretical, computational, and sociolinguistics.
-
C.
Department of Theoretical and Applied Linguistics, University of Cambridge
The Department of Theoretical and Applied Linguistics at the University of Cambridge is a leading academic centre for research and teaching in linguistics, covering areas such as syntax, phonology, semantics, psycholinguistics, and language acquisition.
-
D.
Yale University English Department
The Yale University English Department is a prestigious academic department renowned for its influential scholarship and teaching in literary studies, having been home to prominent critics such as Cleanth Brooks.
-
E.
University of Maryland Department of Linguistics
The University of Maryland Department of Linguistics is a leading academic department known for its research and graduate training in theoretical linguistics, psycholinguistics, and language acquisition.
- 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: Yale University linguists Triple: [Yale romanization of Cantonese, developedBy, Yale University linguists]
Generated description
Yale University linguists are language scholars affiliated with Yale who specialize in analyzing, documenting, and creating pedagogical systems for languages, including influential romanization schemes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yale University linguists Target entity description: Yale University linguists are language scholars affiliated with Yale who specialize in analyzing, documenting, and creating pedagogical systems for languages, including influential romanization schemes.
-
A.
Department of Linguistics, University of California, Los Angeles
The Department of Linguistics at the University of California, Los Angeles is a leading academic center renowned for its influential research and teaching across theoretical and applied linguistics.
-
B.
Stanford University Department of Linguistics
The Stanford University Department of Linguistics is a leading academic department renowned for its research and teaching across theoretical, computational, and sociolinguistics.
-
C.
Department of Theoretical and Applied Linguistics, University of Cambridge
The Department of Theoretical and Applied Linguistics at the University of Cambridge is a leading academic centre for research and teaching in linguistics, covering areas such as syntax, phonology, semantics, psycholinguistics, and language acquisition.
-
D.
Yale University English Department
The Yale University English Department is a prestigious academic department renowned for its influential scholarship and teaching in literary studies, having been home to prominent critics such as Cleanth Brooks.
-
E.
University of Maryland Department of Linguistics
The University of Maryland Department of Linguistics is a leading academic department known for its research and graduate training in theoretical linguistics, psycholinguistics, and language acquisition.
- 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_69e0b51b90788190a4dd823d962626da |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e898d602c08190821c63e0aff42fc2 |
completed | April 22, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09a5c07438819084e08576a703406c |
completed | May 17, 2026, 11:25 a.m. |
| NEDg | Description generation | batch_6a09a6723714819087d80d62bdcb3926 |
completed | May 17, 2026, 11:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09a6d55bf08190bb4a90fbb258f49b |
completed | May 17, 2026, 11:30 a.m. |
Created at: April 16, 2026, 4:43 p.m.