Triple

T2927139
Position Surface form Disambiguated ID Type / Status
Subject Robert H. Smith School of Business E78871 entity
Predicate hasDepartment P35 FINISHED
Object Department of Logistics, Business and Public Policy
The Department of Logistics, Business and Public Policy is an academic unit at the University of Maryland’s Robert H. Smith School of Business that focuses on supply chain management, transportation, and the intersection of business strategy and public policy.
E311102 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 Logistics, Business and Public Policy | Statement: [Robert H. Smith School of Business, hasDepartment, Department of Logistics, Business and Public Policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Logistics, Business and Public Policy
Context triple: [Robert H. Smith School of Business, hasDepartment, Department of Logistics, Business and Public Policy]
  • A. Department of Public Policy
    The Department of Public Policy is an academic unit at Kyushu University’s Faculty of Law that focuses on the study and research of public policy, governance, and related legal and administrative issues.
  • B. College of Business Administration and Public Policy
    The College of Business Administration and Public Policy is an academic unit at California State University, Dominguez Hills that offers undergraduate and graduate programs focused on business, management, and public policy education.
  • C. School of Public Policy and Management
    The School of Public Policy and Management is Tsinghua University’s leading institution for education and research in public administration, public policy, and related social sciences, training policymakers and public sector leaders in China and globally.
  • D. Department of Management
    The Department of Management was a former United Nations Secretariat department responsible for overseeing the organization’s administrative, financial, and human resources functions before being replaced by the Department of Operational Support.
  • E. Department of Organization and Leadership
    The Department of Organization and Leadership is an academic unit at Teachers College, Columbia University that focuses on the study and preparation of leaders and organizations in education and related fields.
  • 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 Logistics, Business and Public Policy
Triple: [Robert H. Smith School of Business, hasDepartment, Department of Logistics, Business and Public Policy]
Generated description
The Department of Logistics, Business and Public Policy is an academic unit at the University of Maryland’s Robert H. Smith School of Business that focuses on supply chain management, transportation, and the intersection of business strategy and public policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Logistics, Business and Public Policy
Target entity description: The Department of Logistics, Business and Public Policy is an academic unit at the University of Maryland’s Robert H. Smith School of Business that focuses on supply chain management, transportation, and the intersection of business strategy and public policy.
  • A. Department of Public Policy
    The Department of Public Policy is an academic unit at Kyushu University’s Faculty of Law that focuses on the study and research of public policy, governance, and related legal and administrative issues.
  • B. College of Business Administration and Public Policy
    The College of Business Administration and Public Policy is an academic unit at California State University, Dominguez Hills that offers undergraduate and graduate programs focused on business, management, and public policy education.
  • C. School of Public Policy and Management
    The School of Public Policy and Management is Tsinghua University’s leading institution for education and research in public administration, public policy, and related social sciences, training policymakers and public sector leaders in China and globally.
  • D. Department of Management
    The Department of Management was a former United Nations Secretariat department responsible for overseeing the organization’s administrative, financial, and human resources functions before being replaced by the Department of Operational Support.
  • E. Department of Organization and Leadership
    The Department of Organization and Leadership is an academic unit at Teachers College, Columbia University that focuses on the study and preparation of leaders and organizations in education and related fields.
  • 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_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97fd89d88190bc7db4b39058ae3a completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08668a204819082b13e6ce62d5728 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d18f7928819098fba6a23dd40230 completed March 11, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b0d221ec2481909c9d42f1c0d86b9b completed March 11, 2026, 2:23 a.m.
Created at: March 8, 2026, 2:55 p.m.