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.