Triple
T7520716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USC Marshall School of Business |
E177760
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Management and Organization
The Department of Management and Organization is an academic unit at the USC Marshall School of Business that focuses on research and teaching in areas such as organizational behavior, strategy, leadership, and human resource management.
|
E670136
|
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 Management and Organization | Statement: [USC Marshall School of Business, hasDepartment, Department of Management and Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Management and Organization Context triple: [USC Marshall School of Business, hasDepartment, Department of Management and Organization]
-
A.
Department of Management and Organization
The Department of Management and Organization is an academic unit within the Robert H. Smith School of Business that focuses on research and education in areas such as leadership, strategy, organizational behavior, and human resource management.
-
B.
Department of Management and Organization
The Department of Management and Organization is an academic unit within the Faculty of Organizational Sciences at the University of Belgrade that focuses on teaching and research in management, organizational theory, and related business disciplines.
-
C.
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.
-
D.
Department of Management
The Department of Management is an academic unit within Wayne State University's Mike Ilitch School of Business that focuses on teaching and research in organizational management, leadership, and related business disciplines.
-
E.
Department of Management
The Department of Management is an academic unit within Istanbul University’s Faculty of Business Administration that focuses on education and research in business management and organizational practices.
- 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 Management and Organization Triple: [USC Marshall School of Business, hasDepartment, Department of Management and Organization]
Generated description
The Department of Management and Organization is an academic unit at the USC Marshall School of Business that focuses on research and teaching in areas such as organizational behavior, strategy, leadership, and human resource management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Management and Organization Target entity description: The Department of Management and Organization is an academic unit at the USC Marshall School of Business that focuses on research and teaching in areas such as organizational behavior, strategy, leadership, and human resource management.
-
A.
Department of Management and Organization
The Department of Management and Organization is an academic unit within the Robert H. Smith School of Business that focuses on research and education in areas such as leadership, strategy, organizational behavior, and human resource management.
-
B.
Department of Management and Organization
The Department of Management and Organization is an academic unit within the Faculty of Organizational Sciences at the University of Belgrade that focuses on teaching and research in management, organizational theory, and related business disciplines.
-
C.
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.
-
D.
Department of Management
The Department of Management is an academic unit within Santa Clara University's Leavey School of Business that focuses on teaching and research in organizational management, leadership, and related business disciplines.
-
E.
Department of Management
The Department of Management is an academic unit within Istanbul University’s Faculty of Business Administration that focuses on education and research in business management and organizational practices.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f7c2ad6c8190b822c0a5b80e7829 |
completed | March 27, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84629f00c8190a64d51586bd3b96c |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c8471da6c481909b48db7ad6e9426d |
completed | March 28, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c848049f548190b8c9a9c3d3aeed45 |
completed | March 28, 2026, 9:28 p.m. |
Created at: March 27, 2026, 3:46 p.m.