Triple
T2619843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Iowa |
E58978
|
entity |
| Predicate | hasNotableProgram |
P2489
|
FINISHED |
| Object |
Nonfiction Writing Program
The Nonfiction Writing Program is a highly regarded graduate program at the University of Iowa specializing in creative nonfiction and literary essay writing.
|
E284009
|
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: Nonfiction Writing Program | Statement: [University of Iowa, hasNotableProgram, Nonfiction Writing Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nonfiction Writing Program Context triple: [University of Iowa, hasNotableProgram, Nonfiction Writing Program]
-
A.
TV Writing Program
The TV Writing Program is a professional training initiative that develops emerging television writers through intensive, industry-focused workshops and mentorship.
-
B.
Journalism and Media program
The Journalism and Media program is a MacArthur Foundation initiative that supports independent, public-interest journalism and strengthens media ecosystems to foster informed, engaged democracies.
-
C.
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.
-
D.
Writers’ Lab
Writers’ Lab is a screenwriting and story development program offered by the Canadian Film Centre to support and train emerging and mid-career writers for film and television.
-
E.
Graduate Liberal Studies Program
The Graduate Liberal Studies Program is Wesleyan University’s interdisciplinary graduate program offering flexible, advanced study across the liberal arts for adult and continuing education students.
- 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: Nonfiction Writing Program Triple: [University of Iowa, hasNotableProgram, Nonfiction Writing Program]
Generated description
The Nonfiction Writing Program is a highly regarded graduate program at the University of Iowa specializing in creative nonfiction and literary essay writing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nonfiction Writing Program Target entity description: The Nonfiction Writing Program is a highly regarded graduate program at the University of Iowa specializing in creative nonfiction and literary essay writing.
-
A.
TV Writing Program
The TV Writing Program is a professional training initiative that develops emerging television writers through intensive, industry-focused workshops and mentorship.
-
B.
Journalism and Media program
The Journalism and Media program is a MacArthur Foundation initiative that supports independent, public-interest journalism and strengthens media ecosystems to foster informed, engaged democracies.
-
C.
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.
-
D.
Writers’ Lab
Writers’ Lab is a screenwriting and story development program offered by the Canadian Film Centre to support and train emerging and mid-career writers for film and television.
-
E.
Graduate Liberal Studies Program
The Graduate Liberal Studies Program is Wesleyan University’s interdisciplinary graduate program offering flexible, advanced study across the liberal arts for adult and continuing education students.
- 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_69ab4ac444dc819099614e534dd6021f |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd897acb481909a976b70304cc30e |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af908ec0cc8190ab8feb8f237eac4b |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af91a3b4588190acfb360dac6e5ce0 |
completed | March 10, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af920b7fcc8190b5a34c7c626a1c5d |
completed | March 10, 2026, 3:37 a.m. |
Created at: March 6, 2026, 9:50 p.m.