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.