Triple
T10905687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montana State University Billings |
E257562
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
City College at MSU Billings
City College at MSU Billings is the two-year college division of Montana State University Billings, offering career-focused, technical, and transfer degree programs.
|
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: City College at MSU Billings | Statement: [Montana State University Billings, hasAcademicDivision, City College at MSU Billings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City College at MSU Billings Context triple: [Montana State University Billings, hasAcademicDivision, City College at MSU Billings]
-
A.
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.
-
B.
Mesalands Community College
Mesalands Community College is a public community college in Tucumcari, New Mexico, known for its programs in wind energy technology, paleontology, and vocational and technical education serving rural communities.
-
C.
Clinton Community College
Clinton Community College is a public two-year college in Iowa offering associate degrees, career and technical programs, and transfer pathways as part of the Eastern Iowa Community Colleges system.
-
D.
Scott Community College
Scott Community College is a public two-year college in eastern Iowa offering associate degrees, career and technical programs, and transfer pathways as part of the Eastern Iowa Community Colleges system.
-
E.
Mission College
Mission College is a community college located in Santa Clara, California, offering a range of academic and career-focused 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: City College at MSU Billings Triple: [Montana State University Billings, hasAcademicDivision, City College at MSU Billings]
Generated description
City College at MSU Billings is the two-year college division of Montana State University Billings, offering career-focused, technical, and transfer degree programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City College at MSU Billings Target entity description: City College at MSU Billings is the two-year college division of Montana State University Billings, offering career-focused, technical, and transfer degree programs.
-
A.
Montana State University Billings
chosen
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.
-
B.
Mesalands Community College
Mesalands Community College is a public community college in Tucumcari, New Mexico, known for its programs in wind energy technology, paleontology, and vocational and technical education serving rural communities.
-
C.
Clinton Community College
Clinton Community College is a public two-year college in Iowa offering associate degrees, career and technical programs, and transfer pathways as part of the Eastern Iowa Community Colleges system.
-
D.
Scott Community College
Scott Community College is a public two-year college in eastern Iowa offering associate degrees, career and technical programs, and transfer pathways as part of the Eastern Iowa Community Colleges system.
-
E.
Mission College
Mission College is a community college located in Santa Clara, California, offering a range of academic and career-focused programs.
- F. None of above.
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_69d6aa8550c8819095508a2ed9acf3db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770656c288190828e71600bb0acd4 |
completed | April 9, 2026, 9:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e155454890819087028a72ac2be8de |
completed | April 16, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69e1801dc2e8819099bc862705871761 |
completed | April 17, 2026, 12:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e1831802608190b5c3c5a4e8d8681a |
completed | April 17, 2026, 12:47 a.m. |
Created at: April 8, 2026, 9:22 p.m.