Triple
T5471000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muma College of Business |
E122831
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Information Systems and Decision Sciences Department
The Information Systems and Decision Sciences Department is an academic unit specializing in information technology, analytics, and data-driven decision-making within the Muma College of Business.
|
E523372
|
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: Information Systems and Decision Sciences Department | Statement: [Muma College of Business, hasDepartment, Information Systems and Decision Sciences Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Information Systems and Decision Sciences Department Context triple: [Muma College of Business, hasDepartment, Information Systems and Decision Sciences Department]
-
A.
Department of Information Systems and Analytics
The Department of Information Systems and Analytics is an academic unit specializing in data-driven decision-making, information technology, and business analytics within the Leavey School of Business.
-
B.
Department of Information Systems, Statistics, and Management Science
The Department of Information Systems, Statistics, and Management Science is an academic unit within the Culverhouse College of Business that focuses on data-driven decision-making, analytics, and information technologies in business contexts.
-
C.
Information and Decision Sciences Department Labs
The Information and Decision Sciences Department Labs is a research and teaching hub focused on data analytics, information systems, and decision-making technologies within the Carlson School of Management.
-
D.
Department of Accounting and Information Management
The Department of Accounting and Information Management is an academic unit within the Haslam College of Business that focuses on education and research in accounting, information systems, and related business analytics.
-
E.
Faculty of Management and Information Sciences
The Faculty of Management and Information Sciences is an academic division of the University of Peshawar specializing in business, management, and information-related disciplines.
- 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: Information Systems and Decision Sciences Department Triple: [Muma College of Business, hasDepartment, Information Systems and Decision Sciences Department]
Generated description
The Information Systems and Decision Sciences Department is an academic unit specializing in information technology, analytics, and data-driven decision-making within the Muma College of Business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Information Systems and Decision Sciences Department Target entity description: The Information Systems and Decision Sciences Department is an academic unit specializing in information technology, analytics, and data-driven decision-making within the Muma College of Business.
-
A.
Department of Information Systems and Analytics
The Department of Information Systems and Analytics is an academic unit specializing in data-driven decision-making, information technology, and business analytics within the Leavey School of Business.
-
B.
Department of Information Systems, Statistics, and Management Science
The Department of Information Systems, Statistics, and Management Science is an academic unit within the Culverhouse College of Business that focuses on data-driven decision-making, analytics, and information technologies in business contexts.
-
C.
Information and Decision Sciences Department Labs
The Information and Decision Sciences Department Labs is a research and teaching hub focused on data analytics, information systems, and decision-making technologies within the Carlson School of Management.
-
D.
Department of Accounting and Information Management
The Department of Accounting and Information Management is an academic unit within the Haslam College of Business that focuses on education and research in accounting, information systems, and related business analytics.
-
E.
Faculty of Management and Information Sciences
The Faculty of Management and Information Sciences is an academic division of the University of Peshawar specializing in business, management, and information-related disciplines.
- 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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd921d02188190b5c1eee7205ea88e |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4895b77c819089629d2296a230bc |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf4c43b8bc81908b28e1b8287400c7 |
completed | March 22, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4cadc9508190a901a6fe6702f1b7 |
completed | March 22, 2026, 1:58 a.m. |
Created at: March 20, 2026, 2:09 p.m.