Triple
T10091783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lan Samantha Chang |
E215359
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | University of Iowa Writers’ Workshop |
E40896
|
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: University of Iowa Writers’ Workshop | Statement: [Lan Samantha Chang, educatedAt, University of Iowa Writers’ Workshop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Iowa Writers’ Workshop Context triple: [Lan Samantha Chang, educatedAt, University of Iowa Writers’ Workshop]
-
A.
Iowa Writers' Workshop
chosen
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.
University of Iowa
The University of Iowa is a major public research university renowned for its strong writing programs, medical center, and Big Ten athletics.
-
C.
McAnulty College and Graduate School of Liberal Arts
McAnulty College and Graduate School of Liberal Arts is the liberal arts college of Duquesne University, offering undergraduate and graduate programs in the humanities, social sciences, and related disciplines.
-
D.
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.
-
E.
Minneapolis School of Dramatic Arts
Minneapolis School of Dramatic Arts was a performing arts institution in Minneapolis known for training actors, including future Academy Award–winning actress Gale Sondergaard.
- 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_69ca83a1eed081908b2e9580f2ebeea7 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd05aa02081908fba02e7085c6d7c |
completed | April 2, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d3174109988190b703bb5b7c89c5c2 |
completed | April 6, 2026, 2:15 a.m. |
Created at: March 30, 2026, 9:01 p.m.