Triple

T16965171

Position	Surface form	Disambiguated ID	Type / Status
Subject	INSEAD Alumni Association	`E411522`	entity
Predicate	associatedWith	`P37`	FINISHED
Object	INSEAD Executive Education alumni INSEAD Executive Education alumni are professionals who have completed INSEAD’s non-degree executive programs, forming a global network of experienced leaders connected through the INSEAD Alumni Association.	`E411522`	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: INSEAD Executive Education alumni | Statement: [INSEAD Alumni Association, associatedWith, INSEAD Executive Education alumni]

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

Target entity: INSEAD Executive Education alumni
Context triple: [INSEAD Alumni Association, associatedWith, INSEAD Executive Education alumni]

A. INSEAD Alumni Association
The INSEAD Alumni Association is the global network and representative body for graduates of INSEAD, fostering lifelong connections, professional development, and engagement with the school’s international community.
B. INSEAD Alumni Fund
The INSEAD Alumni Fund is a philanthropic initiative through which INSEAD graduates collectively support the school’s strategic priorities, including scholarships, research, and institutional development.
C. INSEAD
INSEAD is a leading global business school renowned for its international MBA and executive education programs, with campuses in Europe, Asia, the Middle East, and North America.
D. Association of MBAs
The Association of MBAs (AMBA) is an international accreditation body that evaluates and endorses postgraduate business programs, particularly MBA degrees, to ensure high standards of quality and global recognition.
E. Center for Executive Education
The Center for Executive Education is a professional development arm of IBA Karachi that offers specialized training and leadership programs for executives and working professionals.
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: INSEAD Executive Education alumni
Triple: [INSEAD Alumni Association, associatedWith, INSEAD Executive Education alumni]

Generated description

INSEAD Executive Education alumni are professionals who have completed INSEAD’s non-degree executive programs, forming a global network of experienced leaders connected through the INSEAD Alumni Association.

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

Target entity: INSEAD Executive Education alumni
Target entity description: INSEAD Executive Education alumni are professionals who have completed INSEAD’s non-degree executive programs, forming a global network of experienced leaders connected through the INSEAD Alumni Association.

A. INSEAD Alumni Association chosen
The INSEAD Alumni Association is the global network and representative body for graduates of INSEAD, fostering lifelong connections, professional development, and engagement with the school’s international community.
B. INSEAD Alumni Fund
The INSEAD Alumni Fund is a philanthropic initiative through which INSEAD graduates collectively support the school’s strategic priorities, including scholarships, research, and institutional development.
C. INSEAD
INSEAD is a leading global business school renowned for its international MBA and executive education programs, with campuses in Europe, Asia, the Middle East, and North America.
D. Association of MBAs
The Association of MBAs (AMBA) is an international accreditation body that evaluates and endorses postgraduate business programs, particularly MBA degrees, to ensure high standards of quality and global recognition.
E. Center for Executive Education
The Center for Executive Education is a professional development arm of IBA Karachi that offers specialized training and leadership programs for executives and working professionals.
F. None of above.

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_69d886c9c9d481909afe222093641cae`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d0a3cecc8190a490573adce80cca`	completed	April 18, 2026, 6:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a011b3f751c81908906ec969bef55c5`	completed	May 10, 2026, 11:56 p.m.
NEDg	Description generation	`batch_6a011bf2d25c8190b512de2928550283`	completed	May 10, 2026, 11:59 p.m.
NED2	Entity disambiguation (via description)	`batch_6a011c63308481908b32716eb913b9bd`	completed	May 11, 2026, 12:01 a.m.

Created at: April 10, 2026, 5:31 a.m.