Triple

T5205358

Position	Surface form	Disambiguated ID	Type / Status
Subject	HEC Paris	`E117497`	entity
Predicate	accreditation	`P117`	FINISHED
Object	AMBA accreditation AMBA accreditation is an international quality standard awarded by the Association of MBAs to recognize excellence in postgraduate business education programs, particularly MBA, DBA, and Master’s in Management degrees.	`E503375`	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: AMBA accreditation | Statement: [HEC Paris, accreditation, AMBA accreditation]

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

Target entity: AMBA accreditation
Context triple: [HEC Paris, accreditation, AMBA accreditation]

A. National Board of Accreditation
The National Board of Accreditation is an autonomous body in India responsible for evaluating and accrediting technical and professional education programs to ensure quality and standards.
B. Accreditation Board for Engineering and Technology
The Accreditation Board for Engineering and Technology, now known simply as ABET, is a nonprofit organization that accredits college and university programs in applied and natural science, computing, engineering, and engineering technology worldwide.
C. AACSB
AACSB is a leading global nonprofit organization that provides accreditation and quality assurance for business schools and accounting programs worldwide.
D. National Assessment and Accreditation Council
The National Assessment and Accreditation Council (NAAC) is an autonomous body in India responsible for assessing and accrediting higher education institutions to ensure quality standards in teaching, research, and infrastructure.
E. Applied and Natural Science Accreditation Commission
The Applied and Natural Science Accreditation Commission is an ABET commission that develops criteria and accredits college and university programs in applied and natural science 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: AMBA accreditation
Triple: [HEC Paris, accreditation, AMBA accreditation]

Generated description

AMBA accreditation is an international quality standard awarded by the Association of MBAs to recognize excellence in postgraduate business education programs, particularly MBA, DBA, and Master’s in Management degrees.

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

Target entity: AMBA accreditation
Target entity description: AMBA accreditation is an international quality standard awarded by the Association of MBAs to recognize excellence in postgraduate business education programs, particularly MBA, DBA, and Master’s in Management degrees.

A. National Board of Accreditation
The National Board of Accreditation is an autonomous body in India responsible for evaluating and accrediting technical and professional education programs to ensure quality and standards.
B. Accreditation Board for Engineering and Technology
The Accreditation Board for Engineering and Technology, now known simply as ABET, is a nonprofit organization that accredits college and university programs in applied and natural science, computing, engineering, and engineering technology worldwide.
C. AACSB
AACSB is a leading global nonprofit organization that provides accreditation and quality assurance for business schools and accounting programs worldwide.
D. National Assessment and Accreditation Council
The National Assessment and Accreditation Council (NAAC) is an autonomous body in India responsible for assessing and accrediting higher education institutions to ensure quality standards in teaching, research, and infrastructure.
E. Applied and Natural Science Accreditation Commission
The Applied and Natural Science Accreditation Commission is an ABET commission that develops criteria and accredits college and university programs in applied and natural science 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_69bd4463dd3c81909966123f20b79d57`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd7a490338819080481df79d3aae01`	completed	March 20, 2026, 4:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69beefca8a1c81908eec1baa65bb06a3`	completed	March 21, 2026, 7:21 p.m.
NEDg	Description generation	`batch_69bef0b1fe9c8190bfc1be621c7c1c76`	completed	March 21, 2026, 7:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69bef16739148190b9700228be7d07f9`	completed	March 21, 2026, 7:28 p.m.

Created at: March 20, 2026, 1:47 p.m.