Triple
T6110696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universities at Shady Grove |
E136229
|
entity |
| Predicate | hostsProgramsFrom |
P62094
|
FINISHED |
| Object |
Frostburg State University
Frostburg State University is a public university in Frostburg, Maryland, known for its comprehensive undergraduate and graduate programs and regional outreach through satellite locations.
|
E569395
|
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: Frostburg State University | Statement: [Universities at Shady Grove, hostsProgramsFrom, Frostburg State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frostburg State University Context triple: [Universities at Shady Grove, hostsProgramsFrom, Frostburg State University]
-
A.
University of Maryland, Eastern Shore
The University of Maryland Eastern Shore is a public, historically Black land-grant university located in Princess Anne, Maryland, known for its programs in agriculture, hospitality, and the sciences.
-
B.
Towson University
Towson University is a public research university in Towson, Maryland, known for its comprehensive undergraduate and graduate programs and competitive NCAA Division I athletics.
-
C.
University of Maryland, Baltimore County
The University of Maryland, Baltimore County (UMBC) is a public research university in Baltimore County, Maryland, known for its strong programs in STEM fields and its notable achievements in collegiate athletics, including a historic NCAA men’s basketball tournament upset.
-
D.
St. Mary's College of Maryland
St. Mary's College of Maryland is a small public liberal arts honors college located in southern Maryland, known for its waterfront campus and rigorous undergraduate programs.
-
E.
Millersville University of Pennsylvania
Millersville University of Pennsylvania is a public university in Millersville, Pennsylvania, known for its comprehensive undergraduate and graduate programs and strong focus on teacher education.
- 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: Frostburg State University Triple: [Universities at Shady Grove, hostsProgramsFrom, Frostburg State University]
Generated description
Frostburg State University is a public university in Frostburg, Maryland, known for its comprehensive undergraduate and graduate programs and regional outreach through satellite locations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frostburg State University Target entity description: Frostburg State University is a public university in Frostburg, Maryland, known for its comprehensive undergraduate and graduate programs and regional outreach through satellite locations.
-
A.
University of Maryland, Eastern Shore
The University of Maryland Eastern Shore is a public, historically Black land-grant university located in Princess Anne, Maryland, known for its programs in agriculture, hospitality, and the sciences.
-
B.
Towson University
Towson University is a public research university in Towson, Maryland, known for its comprehensive undergraduate and graduate programs and competitive NCAA Division I athletics.
-
C.
University of Maryland, Baltimore County
The University of Maryland, Baltimore County (UMBC) is a public research university in Baltimore County, Maryland, known for its strong programs in STEM fields and its notable achievements in collegiate athletics, including a historic NCAA men’s basketball tournament upset.
-
D.
St. Mary's College of Maryland
St. Mary's College of Maryland is a small public liberal arts honors college located in southern Maryland, known for its waterfront campus and rigorous undergraduate programs.
-
E.
Millersville University of Pennsylvania
Millersville University of Pennsylvania is a public university in Millersville, Pennsylvania, known for its comprehensive undergraduate and graduate programs and strong focus on teacher education.
- 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_69c0089ea6f88190b349be53e04b4f5f |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05bbbbea88190b889a7c30af1d71a |
completed | March 22, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1255f03e08190b62cd8ca2c079afb |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c1268cbac48190aae1682b1620ea41 |
completed | March 23, 2026, 11:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1274251c4819090de776c702e4ac8 |
completed | March 23, 2026, 11:42 a.m. |
Created at: March 22, 2026, 4:13 p.m.