Triple
T8664866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Theodore B. Fernald |
E205641
|
entity |
| Predicate | hasAcademicAffiliation |
P467
|
FINISHED |
| Object |
Linguistics Program at Swarthmore College
The Linguistics Program at Swarthmore College is a liberal arts undergraduate program known for its theoretical and interdisciplinary approach to the scientific study of language.
|
E749327
|
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: Linguistics Program at Swarthmore College | Statement: [Theodore B. Fernald, hasAcademicAffiliation, Linguistics Program at Swarthmore College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linguistics Program at Swarthmore College Context triple: [Theodore B. Fernald, hasAcademicAffiliation, Linguistics Program at Swarthmore College]
-
A.
University of Pennsylvania Department of Linguistics
The University of Pennsylvania Department of Linguistics is a leading academic center for theoretical and empirical linguistics research and education, known for its influential contributions to syntax, phonology, sociolinguistics, and computational linguistics.
-
B.
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.
-
C.
Penn Linguistics Colloquium
The Penn Linguistics Colloquium is an annual academic conference that brings together researchers to present and discuss work in theoretical and experimental linguistics.
-
D.
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.
-
E.
Center for the Study of Language and Information
The Center for the Study of Language and Information is a Stanford University-based interdisciplinary research center and academic publisher focused on linguistics, logic, cognitive science, and computational approaches to language and information.
- 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: Linguistics Program at Swarthmore College Triple: [Theodore B. Fernald, hasAcademicAffiliation, Linguistics Program at Swarthmore College]
Generated description
The Linguistics Program at Swarthmore College is a liberal arts undergraduate program known for its theoretical and interdisciplinary approach to the scientific study of language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linguistics Program at Swarthmore College Target entity description: The Linguistics Program at Swarthmore College is a liberal arts undergraduate program known for its theoretical and interdisciplinary approach to the scientific study of language.
-
A.
University of Pennsylvania Department of Linguistics
The University of Pennsylvania Department of Linguistics is a leading academic center for theoretical and empirical linguistics research and education, known for its influential contributions to syntax, phonology, sociolinguistics, and computational linguistics.
-
B.
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.
-
C.
Penn Linguistics Colloquium
The Penn Linguistics Colloquium is an annual academic conference that brings together researchers to present and discuss work in theoretical and experimental linguistics.
-
D.
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.
-
E.
Center for the Study of Language and Information
The Center for the Study of Language and Information is a Stanford University-based interdisciplinary research center and academic publisher focused on linguistics, logic, cognitive science, and computational approaches to language and information.
- 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_69ca83516ae88190aefe034b3bc589e3 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc48a0ae108190b33dadcc3cb18949 |
completed | March 31, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecd0d95ec81908669ee35f0987be7 |
completed | April 2, 2026, 8:09 p.m. |
| NEDg | Description generation | batch_69cece8e5afc8190912b6eb9c80dd073 |
completed | April 2, 2026, 8:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecf8ee4f48190bb901e35ade91b6c |
completed | April 2, 2026, 8:20 p.m. |
Created at: March 30, 2026, 6:30 p.m.