Triple

T3410061
Position Surface form Disambiguated ID Type / Status
Subject Isenberg School of Management E71869 entity
Predicate hasAcademicDepartment P589 FINISHED
Object Department of Operations and Information Management
The Department of Operations and Information Management is an academic unit specializing in operations management, business analytics, and information systems within the Isenberg School of Management.
E355413 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 Operations and Information Management | Statement: [Isenberg School of Management, hasAcademicDepartment, Department of Operations and Information Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Operations and Information Management
Context triple: [Isenberg School of Management, hasAcademicDepartment, Department of Operations and Information Management]
  • A. Office of Management and Operations
    The Office of Management and Operations is an administrative unit within the Congressional Research Service responsible for overseeing its internal management, support services, and operational functions.
  • B. Decision, Operations and Information Technologies Department
    The Decision, Operations and Information Technologies Department is an academic unit at the Robert H. Smith School of Business specializing in research and teaching on data-driven decision-making, operations management, and information systems.
  • C. Office of Operations
    The Office of Operations is an administrative division of the U.S. International Trade Commission responsible for managing and supporting the agency’s internal operational functions.
  • D. Office of Operations
    The Office of Operations is a division within the Federal Highway Administration responsible for managing and improving the performance, reliability, and safety of the nation’s highway system through traffic operations and related programs.
  • E. Department of Operational Support
    The Department of Operational Support is a United Nations Secretariat department responsible for providing operational, logistical, and administrative support to UN peace operations and other field missions worldwide.
  • 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 Operations and Information Management
Triple: [Isenberg School of Management, hasAcademicDepartment, Department of Operations and Information Management]
Generated description
The Department of Operations and Information Management is an academic unit specializing in operations management, business analytics, and information systems within the Isenberg School of Management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Operations and Information Management
Target entity description: The Department of Operations and Information Management is an academic unit specializing in operations management, business analytics, and information systems within the Isenberg School of Management.
  • A. Office of Management and Operations
    The Office of Management and Operations is an administrative unit within the Congressional Research Service responsible for overseeing its internal management, support services, and operational functions.
  • B. Decision, Operations and Information Technologies Department
    The Decision, Operations and Information Technologies Department is an academic unit at the Robert H. Smith School of Business specializing in research and teaching on data-driven decision-making, operations management, and information systems.
  • C. Office of Operations
    The Office of Operations is a division within the Federal Highway Administration responsible for managing and improving the performance, reliability, and safety of the nation’s highway system through traffic operations and related programs.
  • D. Office of Operations
    The Office of Operations is an administrative division of the U.S. International Trade Commission responsible for managing and supporting the agency’s internal operational functions.
  • E. Department of Operational Support
    The Department of Operational Support is a United Nations Secretariat department responsible for providing operational, logistical, and administrative support to UN peace operations and other field missions worldwide.
  • 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_69ad85ac312481909e7027ced1456a9f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb90754788190ab85e2bec020f99e completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bdd99248190823875cae2531609 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4972008190af3b84f26b4a3629 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc6c3f88190ba1a08243232df05 completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:15 p.m.