Triple
T2345783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billings |
E45126
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Montana State University Billings
Montana State University Billings is a public university located in Billings, Montana, offering a range of undergraduate and graduate programs as part of the Montana State University system.
|
E257562
|
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: Montana State University Billings | Statement: [Billings, hasUniversity, Montana State University Billings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montana State University Billings Context triple: [Billings, hasUniversity, Montana State University Billings]
-
A.
University of Montana
The University of Montana is a public research university in Missoula known for its strong programs in environmental studies, creative writing, and the liberal arts.
-
B.
Northern State University
Northern State University is a public university located in Aberdeen, South Dakota, known for its undergraduate and graduate programs and regional focus on education and community engagement.
-
C.
University of Wyoming
The University of Wyoming is a public land-grant research university in Laramie, Wyoming, known for serving as the state’s flagship institution of higher education.
-
D.
Mission College
Mission College is a community college located in Santa Clara, California, offering a range of academic and career-focused programs.
-
E.
University of South Dakota
The University of South Dakota is a public research university in Vermillion, South Dakota, known for its programs in liberal arts, professional studies, and health sciences.
- 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: Montana State University Billings Triple: [Billings, hasUniversity, Montana State University Billings]
Generated description
Montana State University Billings is a public university located in Billings, Montana, offering a range of undergraduate and graduate programs as part of the Montana State University system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montana State University Billings Target entity description: Montana State University Billings is a public university located in Billings, Montana, offering a range of undergraduate and graduate programs as part of the Montana State University system.
-
A.
University of Montana
The University of Montana is a public research university in Missoula known for its strong programs in environmental studies, creative writing, and the liberal arts.
-
B.
Northern State University
Northern State University is a public university located in Aberdeen, South Dakota, known for its undergraduate and graduate programs and regional focus on education and community engagement.
-
C.
University of Wyoming
The University of Wyoming is a public land-grant research university in Laramie, Wyoming, known for serving as the state’s flagship institution of higher education.
-
D.
Mission College
Mission College is a community college located in Santa Clara, California, offering a range of academic and career-focused programs.
-
E.
University of South Dakota
The University of South Dakota is a public research university in Vermillion, South Dakota, known for its programs in liberal arts, professional studies, and health sciences.
- 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_69a88917935081909b755dbf38e81024 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc6c7cb9481909405aeb503f804ae |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9628059481909c96a7661bc87a73 |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae9727a28881909eebc67189dfc856 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9795cf048190bc7a01ef86c12138 |
completed | March 9, 2026, 9:49 a.m. |
Created at: March 4, 2026, 7:52 p.m.