Triple

T14146055

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Institute of Technology Calicut	`E350551`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	School of Management Studies The School of Management Studies is the business and management education department of the National Institute of Technology Calicut, offering postgraduate and research programs in management.	`E1081555`	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: School of Management Studies | Statement: [National Institute of Technology Calicut, hasDepartment, School of Management Studies]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: School of Management Studies
Context triple: [National Institute of Technology Calicut, hasDepartment, School of Management Studies]

A. School of Management Studies
The School of Management Studies is the business and management education and research department of the University of Hyderabad, offering postgraduate and doctoral programs in management.
B. School of Business Studies
The School of Business Studies is an academic unit of Madurai Kamaraj University that offers higher education and research programs in business and management disciplines.
C. School of Management Sciences
The School of Management Sciences is an academic unit of Tezpur University that offers education and research programs in business and management disciplines.
D. School of Business and Management
The School of Business and Management is the business school of the Hong Kong University of Science and Technology, offering undergraduate, postgraduate, and executive programs in business and management disciplines.
E. School of Business and Management
The School of Business and Management is Morgan State University's business-focused academic division, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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: School of Management Studies
Triple: [National Institute of Technology Calicut, hasDepartment, School of Management Studies]

Generated description

The School of Management Studies is the business and management education department of the National Institute of Technology Calicut, offering postgraduate and research programs in management.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: School of Management Studies
Target entity description: The School of Management Studies is the business and management education department of the National Institute of Technology Calicut, offering postgraduate and research programs in management.

A. School of Management Studies
The School of Management Studies is the business and management education and research department of the University of Hyderabad, offering postgraduate and doctoral programs in management.
B. School of Business Studies
The School of Business Studies is an academic unit of Madurai Kamaraj University that offers higher education and research programs in business and management disciplines.
C. School of Management Sciences
The School of Management Sciences is an academic unit of Tezpur University that offers education and research programs in business and management disciplines.
D. School of Business and Management
The School of Business and Management is an academic department of Royal Holloway, University of London, offering undergraduate and postgraduate education and research in business, management, and related fields.
E. School of Business and Management
The School of Business and Management is Morgan State University's business-focused academic division, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
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_69d827865f608190b311820428ae027b`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de612266248190a8591b646fe30ae6`	completed	April 14, 2026, 3:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fcdf1d8c448190bd223258b28fecc9`	completed	May 7, 2026, 6:51 p.m.
NEDg	Description generation	`batch_69fce113c11481908751ecf62afc29a5`	completed	May 7, 2026, 6:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69fce1a848f081909d96849a14230be1`	completed	May 7, 2026, 7:02 p.m.

Created at: April 10, 2026, 12:54 a.m.