Triple
T4326322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bozeman, Montana, United States |
E96641
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Montana State University
Montana State University is a public research university and land-grant institution located in Bozeman, Montana, known for its programs in engineering, agriculture, and the sciences.
|
E431022
|
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 | Statement: [Bozeman, Montana, United States, hasUniversity, Montana State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montana State University Context triple: [Bozeman, Montana, United States, hasUniversity, Montana State University]
-
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.
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.
-
C.
Rocky Mountain College
Rocky Mountain College is a private liberal arts college located in Billings, Montana, known for its small class sizes and personalized undergraduate education.
-
D.
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.
-
E.
Boise State University
Boise State University is a public research university best known for its blue turf football field and comprehensive academic programs in Idaho’s capital city.
- 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 Triple: [Bozeman, Montana, United States, hasUniversity, Montana State University]
Generated description
Montana State University is a public research university and land-grant institution located in Bozeman, Montana, known for its programs in engineering, agriculture, and the sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montana State University Target entity description: Montana State University is a public research university and land-grant institution located in Bozeman, Montana, known for its programs in engineering, agriculture, and the sciences.
-
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.
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.
-
C.
Rocky Mountain College
Rocky Mountain College is a private liberal arts college located in Billings, Montana, known for its small class sizes and personalized undergraduate education.
-
D.
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.
-
E.
Boise State University
Boise State University is a public research university best known for its blue turf football field and comprehensive academic programs in Idaho’s capital city.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3513020f481909ff2fec3934f3002 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09861a4819086a88bb42a8ea2e4 |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d11a30a08190b9f58fadd2415559 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d194975481908b029ab106223c6c |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:13 p.m.