Triple
T5487837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrea Barrett |
E123626
|
entity |
| Predicate | hasTaughtAt |
P3295
|
FINISHED |
| Object | Warren Wilson College MFA Program for Writers |
E251205
|
NE FINISHED |
How this triple was built (2 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: Warren Wilson College MFA Program for Writers | Statement: [Andrea Barrett, hasTaughtAt, Warren Wilson College MFA Program for Writers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warren Wilson College MFA Program for Writers Context triple: [Andrea Barrett, hasTaughtAt, Warren Wilson College MFA Program for Writers]
-
A.
Iowa Writers' Workshop
The Iowa Writers' Workshop is a highly prestigious graduate-level creative writing program at the University of Iowa, renowned for its influential faculty and alumni and its central role in shaping contemporary American literature.
-
B.
Warren Wilson College
chosen
Warren Wilson College is a small liberal arts college in Swannanoa, North Carolina, known for its work-college model that integrates academics, campus jobs, and community service.
-
C.
Vermont College of Fine Arts
Vermont College of Fine Arts is a small, specialized graduate arts college known for its low-residency programs in disciplines such as writing, visual art, and music.
-
D.
International Writing Program
The International Writing Program is a renowned literary residency and cultural exchange initiative that brings writers from around the world to the University of Iowa, fostering global dialogue and creativity.
-
E.
Clarion Workshop
Clarion Workshop is a renowned intensive writing program focused on science fiction and fantasy, known for training many influential speculative fiction authors.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd464a2d908190869324ce176779c8 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd9264d014819097c83bb5c2bb8c39 |
completed | March 20, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf48aa12708190add69c5fd51d161d |
completed | March 22, 2026, 1:40 a.m. |
Created at: March 20, 2026, 2:10 p.m.