Triple
T2522130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Bakhtiari |
E55545
|
entity |
| Predicate | collegeAttended |
P5
|
FINISHED |
| Object | University of Colorado Boulder |
E34950
|
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 Colorado Boulder | Statement: [David Bakhtiari, collegeAttended, University of Colorado Boulder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Colorado Boulder Context triple: [David Bakhtiari, collegeAttended, University of Colorado Boulder]
-
A.
University of Colorado Boulder
chosen
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.
-
B.
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.
-
C.
Colorado State University
Colorado State University is a public land-grant research university in Fort Collins, Colorado, known for its programs in agriculture, engineering, veterinary medicine, and environmental sciences.
-
D.
University of Colorado system
The University of Colorado system is a public university system in the U.S. state of Colorado that oversees multiple campuses, including its flagship campus in Boulder.
-
E.
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.
- 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd23895348190bb4dad6d7174893a |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2ba64390819083ea639eb4c1a1bd |
completed | March 9, 2026, 8:20 p.m. |
Created at: March 6, 2026, 9:46 p.m.