Triple

T450141

Position	Surface form	Disambiguated ID	Type / Status
Subject	Denver, Colorado, United States	`E7107`	entity
Predicate	hasMajorUniversity	`P315`	FINISHED
Object	Metropolitan State University of Denver Metropolitan State University of Denver is a public urban university located in downtown Denver, Colorado, known for its diverse student body and career-focused undergraduate and graduate programs.	`E66783`	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: Metropolitan State University of Denver | Statement: [Denver, Colorado, United States, hasMajorUniversity, Metropolitan State University of Denver]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Metropolitan State University of Denver
Context triple: [Denver, Colorado, United States, hasMajorUniversity, Metropolitan State University of Denver]

A. University of Denver
The University of Denver is a private research university in Denver, Colorado, known for its strong programs in international studies, business, and law.
B. University of Colorado Boulder
The University of Colorado Boulder is a major public research university in Boulder, Colorado, known for its strong programs in engineering, environmental sciences, and astrophysics, as well as its scenic campus at the foothills of the Rocky Mountains.
C. Colorado State University Pueblo
Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
D. Community College of Denver
Community College of Denver is a public community college in Denver, Colorado, offering two-year degrees, certificates, and transfer programs to a diverse urban student population.
E. Colorado College
Colorado College is a private liberal arts college in Colorado Springs, Colorado, known for its intensive Block Plan curriculum and small, residential campus.
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: Metropolitan State University of Denver
Triple: [Denver, Colorado, United States, hasMajorUniversity, Metropolitan State University of Denver]

Generated description

Metropolitan State University of Denver is a public urban university located in downtown Denver, Colorado, known for its diverse student body and career-focused undergraduate and graduate programs.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Metropolitan State University of Denver
Target entity description: Metropolitan State University of Denver is a public urban university located in downtown Denver, Colorado, known for its diverse student body and career-focused undergraduate and graduate programs.

A. University of Denver
The University of Denver is a private research university in Denver, Colorado, known for its strong programs in international studies, business, and law.
B. University of Colorado Boulder
The University of Colorado Boulder is a major public research university in Boulder, Colorado, known for its strong programs in engineering, environmental sciences, and astrophysics, as well as its scenic campus at the foothills of the Rocky Mountains.
C. Colorado State University Pueblo
Colorado State University Pueblo is a regional public university in southern Colorado known for its career-focused undergraduate and graduate programs and its role in serving a diverse, largely first-generation student population.
D. Community College of Denver
Community College of Denver is a public community college in Denver, Colorado, offering two-year degrees, certificates, and transfer programs to a diverse urban student population.
E. Colorado College
Colorado College is a private liberal arts college in Colorado Springs, Colorado, known for its intensive Block Plan curriculum and small, residential campus.
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_69a2e7e4676c81909ea0dbdecac0687c`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ef691cc8819091729eaac52c9457`	completed	Feb. 28, 2026, 1:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a4b8a6c0788190b38c563b5555ff90`	completed	March 1, 2026, 10:07 p.m.
NEDg	Description generation	`batch_69a4bce57128819095d61b27ffeaee6c`	completed	March 1, 2026, 10:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69a4bd73a6208190b7b1ce918c26eefd`	completed	March 1, 2026, 10:28 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.