Triple
T15170329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shuttle-UM |
E362467
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Department of Transportation Services, University of Maryland
The Department of Transportation Services at the University of Maryland is the campus unit responsible for managing transit, parking, and other transportation programs and services for the university community.
|
E1142513
|
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: Department of Transportation Services, University of Maryland | Statement: [Shuttle-UM, partOf, Department of Transportation Services, University of Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Transportation Services, University of Maryland Context triple: [Shuttle-UM, partOf, Department of Transportation Services, University of Maryland]
-
A.
Board of Regents of the University System of Maryland
The Board of Regents of the University System of Maryland is the governing body that oversees policy, administration, and strategic direction for Maryland’s public university system.
-
B.
College of Arts and Humanities at the University of Maryland
The College of Arts and Humanities at the University of Maryland is an academic division that encompasses disciplines such as languages, literature, history, philosophy, and the arts, supporting a broad liberal arts education and creative scholarship.
-
C.
University System of Maryland
The University System of Maryland is a public higher education system that oversees and coordinates multiple universities and institutions across the state of Maryland.
-
D.
College of Behavioral and Social Sciences, University of Maryland
The College of Behavioral and Social Sciences at the University of Maryland is a major academic division that houses departments focused on the scientific study of human behavior, societies, and public policy.
-
E.
University of Maryland campus core
The University of Maryland campus core is the central academic and administrative area of the College Park campus, encompassing key classroom buildings, offices, and student facilities.
- 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: Department of Transportation Services, University of Maryland Triple: [Shuttle-UM, partOf, Department of Transportation Services, University of Maryland]
Generated description
The Department of Transportation Services at the University of Maryland is the campus unit responsible for managing transit, parking, and other transportation programs and services for the university community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Transportation Services, University of Maryland Target entity description: The Department of Transportation Services at the University of Maryland is the campus unit responsible for managing transit, parking, and other transportation programs and services for the university community.
-
A.
Board of Regents of the University System of Maryland
The Board of Regents of the University System of Maryland is the governing body that oversees policy, administration, and strategic direction for Maryland’s public university system.
-
B.
College of Arts and Humanities at the University of Maryland
The College of Arts and Humanities at the University of Maryland is an academic division that encompasses disciplines such as languages, literature, history, philosophy, and the arts, supporting a broad liberal arts education and creative scholarship.
-
C.
University System of Maryland
The University System of Maryland is a public higher education system that oversees and coordinates multiple universities and institutions across the state of Maryland.
-
D.
College of Behavioral and Social Sciences, University of Maryland
The College of Behavioral and Social Sciences at the University of Maryland is a major academic division that houses departments focused on the scientific study of human behavior, societies, and public policy.
-
E.
University of Maryland campus core
The University of Maryland campus core is the central academic and administrative area of the College Park campus, encompassing key classroom buildings, offices, and student facilities.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0064ec56481909f11fa6e5686f076 |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec889c3408190bdfc75ce72dd5a62 |
completed | May 9, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_69fec93109c08190a3499e4520e31604 |
completed | May 9, 2026, 5:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fecc6fa8f88190aa6956e6e2b1f8ab |
completed | May 9, 2026, 5:55 a.m. |
Created at: April 10, 2026, 3:08 a.m.