Triple
T10905683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montana State University Billings |
E257562
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is an academic division that offers programs in the humanities, social sciences, and related disciplines at Montana State University Billings.
|
E892464
|
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: College of Liberal Arts and Social Sciences | Statement: [Montana State University Billings, hasAcademicDivision, College of Liberal Arts and Social Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Liberal Arts and Social Sciences Context triple: [Montana State University Billings, hasAcademicDivision, College of Liberal Arts and Social Sciences]
-
A.
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is a major academic division of DePaul University offering a wide range of humanities and social science programs grounded in liberal arts education.
-
B.
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is an academic division of Belmont University that offers programs in the humanities, social sciences, and related interdisciplinary fields.
-
C.
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is a major academic division of the University of Houston offering a wide range of programs in the humanities, social sciences, and related disciplines.
-
D.
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is an academic division that offers programs in the humanities, social sciences, and related disciplines, emphasizing critical thinking, cultural understanding, and civic engagement.
-
E.
College of Humanities & Social Sciences
The College of Humanities & Social Sciences is an academic division of Louisiana State University that offers programs in disciplines such as languages, literature, history, philosophy, and the social 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: College of Liberal Arts and Social Sciences Triple: [Montana State University Billings, hasAcademicDivision, College of Liberal Arts and Social Sciences]
Generated description
The College of Liberal Arts and Social Sciences is an academic division that offers programs in the humanities, social sciences, and related disciplines at Montana State University Billings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Liberal Arts and Social Sciences Target entity description: The College of Liberal Arts and Social Sciences is an academic division that offers programs in the humanities, social sciences, and related disciplines at Montana State University Billings.
-
A.
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is a major academic division of DePaul University offering a wide range of humanities and social science programs grounded in liberal arts education.
-
B.
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is an academic division of Belmont University that offers programs in the humanities, social sciences, and related interdisciplinary fields.
-
C.
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is a major academic division of the University of Houston offering a wide range of programs in the humanities, social sciences, and related disciplines.
-
D.
College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is an academic division that offers programs in the humanities, social sciences, and related disciplines, emphasizing critical thinking, cultural understanding, and civic engagement.
-
E.
College of Humanities & Social Sciences
The College of Humanities & Social Sciences is an academic division of Louisiana State University that offers programs in disciplines such as languages, literature, history, philosophy, and the social 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_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.