Triple

T15077283
Position Surface form Disambiguated ID Type / Status
Subject Fayette County, Iowa E380036 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Upper Iowa University
Upper Iowa University is a private university known for its main campus in Fayette, Iowa, and its flexible programs offered through multiple centers and online.
E1136046 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: Upper Iowa University | Statement: [Fayette County, Iowa, hasHigherEducationInstitution, Upper Iowa University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Upper Iowa University
Context triple: [Fayette County, Iowa, hasHigherEducationInstitution, Upper Iowa University]
  • A. Western Iowa Tech Community College
    Western Iowa Tech Community College is a public community college offering career, technical, and transfer programs to students in the Sioux City region of western Iowa.
  • B. University of Northern Iowa
    The University of Northern Iowa is a public university in Cedar Falls, Iowa, known for its strong teacher education programs and mid-sized, student-focused campus.
  • C. Iowa State University College of Liberal Arts and Sciences
    Iowa State University College of Liberal Arts and Sciences is the university’s largest academic division, offering a broad range of programs in the humanities, social sciences, and natural sciences.
  • D. Iowa Western Community College
    Iowa Western Community College is a public community college in western Iowa offering two-year degrees and vocational programs serving the greater Omaha–Council Bluffs region.
  • E. Northeast Iowa Community College
    Northeast Iowa Community College is a public community college serving the northeast region of Iowa with a range of academic, technical, and workforce training programs.
  • 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: Upper Iowa University
Triple: [Fayette County, Iowa, hasHigherEducationInstitution, Upper Iowa University]
Generated description
Upper Iowa University is a private university known for its main campus in Fayette, Iowa, and its flexible programs offered through multiple centers and online.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Upper Iowa University
Target entity description: Upper Iowa University is a private university known for its main campus in Fayette, Iowa, and its flexible programs offered through multiple centers and online.
  • A. Western Iowa Tech Community College
    Western Iowa Tech Community College is a public community college offering career, technical, and transfer programs to students in the Sioux City region of western Iowa.
  • B. University of Northern Iowa
    The University of Northern Iowa is a public university in Cedar Falls, Iowa, known for its strong teacher education programs and mid-sized, student-focused campus.
  • C. Iowa State University College of Liberal Arts and Sciences
    Iowa State University College of Liberal Arts and Sciences is the university’s largest academic division, offering a broad range of programs in the humanities, social sciences, and natural sciences.
  • D. Iowa Western Community College
    Iowa Western Community College is a public community college in western Iowa offering two-year degrees and vocational programs serving the greater Omaha–Council Bluffs region.
  • E. Northeast Iowa Community College
    Northeast Iowa Community College is a public community college serving the northeast region of Iowa with a range of academic, technical, and workforce training programs.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7fe5a208190823900b25e298dab completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fea5d2765481908f101bef483ed02f completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea6a27c608190b1bd64c6ed90d268 completed May 9, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_69feaa8e608881909e9a7f4295e13d31 completed May 9, 2026, 3:31 a.m.
Created at: April 10, 2026, 3:03 a.m.