Triple

T503641

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ajay Banga	`E10452`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Indian Institute of Management Ahmedabad The Indian Institute of Management Ahmedabad is one of India’s premier business schools, renowned globally for its rigorous management programs and influential alumni.	`E63034`	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: Indian Institute of Management Ahmedabad | Statement: [Ajay Banga, educatedAt, Indian Institute of Management Ahmedabad]

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

Target entity: Indian Institute of Management Ahmedabad
Context triple: [Ajay Banga, educatedAt, Indian Institute of Management Ahmedabad]

A. Azim Premji University
Azim Premji University is a Bengaluru-based private university in India focused on education, development, and social sector studies, established as part of Azim Premji’s philanthropic initiatives.
B. Delhi School of Economics
Delhi School of Economics is a premier postgraduate institution of the University of Delhi, renowned for its influential economics research and for having hosted leading scholars such as Nobel laureate Amartya Sen.
C. South Asian University
South Asian University is an international higher education and research institution in New Delhi established by the South Asian Association for Regional Cooperation (SAARC) to foster regional cooperation and academic excellence among South Asian countries.
D. University of Delhi
The University of Delhi is a premier public central university in India, renowned for its academic excellence and wide range of undergraduate and postgraduate programs.
E. All India Council for Technical Education
The All India Council for Technical Education (AICTE) is the national-level statutory body in India responsible for planning, regulating, and accrediting technical and management education across the country.
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: Indian Institute of Management Ahmedabad
Triple: [Ajay Banga, educatedAt, Indian Institute of Management Ahmedabad]

Generated description

The Indian Institute of Management Ahmedabad is one of India’s premier business schools, renowned globally for its rigorous management programs and influential alumni.

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

Target entity: Indian Institute of Management Ahmedabad
Target entity description: The Indian Institute of Management Ahmedabad is one of India’s premier business schools, renowned globally for its rigorous management programs and influential alumni.

A. Azim Premji University
Azim Premji University is a Bengaluru-based private university in India focused on education, development, and social sector studies, established as part of Azim Premji’s philanthropic initiatives.
B. Delhi School of Economics
Delhi School of Economics is a premier postgraduate institution of the University of Delhi, renowned for its influential economics research and for having hosted leading scholars such as Nobel laureate Amartya Sen.
C. South Asian University
South Asian University is an international higher education and research institution in New Delhi established by the South Asian Association for Regional Cooperation (SAARC) to foster regional cooperation and academic excellence among South Asian countries.
D. University of Delhi
The University of Delhi is a premier public central university in India, renowned for its academic excellence and wide range of undergraduate and postgraduate programs.
E. All India Council for Technical Education
The All India Council for Technical Education (AICTE) is the national-level statutory body in India responsible for planning, regulating, and accrediting technical and management education across the country.
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_69a2e848adf881908e5e04f7af030093`	completed	Feb. 28, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69a2f1357738819085eae6c10fa2fca9`	completed	Feb. 28, 2026, 1:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a48a79ef808190a9dc34b58e16a160`	completed	March 1, 2026, 6:50 p.m.
NEDg	Description generation	`batch_69a48cb1b92881909b05794b7f792cad`	completed	March 1, 2026, 7 p.m.
NED2	Entity disambiguation (via description)	`batch_69a48d3ce3a48190a343496e874c21b6`	completed	March 1, 2026, 7:02 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.