Triple

T7489436

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mahidol University	`E176964`	entity
Predicate	hasResearchInstitute	`P186`	FINISHED
Object	Institute for Population and Social Research The Institute for Population and Social Research is a leading Thai academic center specializing in demographic and social science research, particularly on population dynamics, public health, and social development.	`E669176`	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: Institute for Population and Social Research | Statement: [Mahidol University, hasResearchInstitute, Institute for Population and Social Research]

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

Target entity: Institute for Population and Social Research
Context triple: [Mahidol University, hasResearchInstitute, Institute for Population and Social Research]

A. Institute of Population Studies
The Institute of Population Studies is a research and teaching unit at the University of Tartu specializing in demography, population dynamics, and related social science analyses.
B. Institute of Population Studies
The Institute of Population Studies is a research and academic center at Hacettepe University specializing in demographic analysis, population dynamics, and related social science research.
C. Institute for Social Research
The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
D. Institute of Population and Public Health
The Institute of Population and Public Health is a Canadian research body that supports and advances research on population health, public health policy, and health equity across communities.
E. Higher Institute of Population Studies
The Higher Institute of Population Studies is a specialized academic and research institute at Damascus University focused on demographic, population, and development studies.
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: Institute for Population and Social Research
Triple: [Mahidol University, hasResearchInstitute, Institute for Population and Social Research]

Generated description

The Institute for Population and Social Research is a leading Thai academic center specializing in demographic and social science research, particularly on population dynamics, public health, and social development.

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

Target entity: Institute for Population and Social Research
Target entity description: The Institute for Population and Social Research is a leading Thai academic center specializing in demographic and social science research, particularly on population dynamics, public health, and social development.

A. Institute of Population Studies
The Institute of Population Studies is a research and teaching unit at the University of Tartu specializing in demography, population dynamics, and related social science analyses.
B. Institute of Population Studies
The Institute of Population Studies is a research and academic center at Hacettepe University specializing in demographic analysis, population dynamics, and related social science research.
C. Institute for Social Research
The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
D. Institute of Population and Public Health
The Institute of Population and Public Health is a Canadian research body that supports and advances research on population health, public health policy, and health equity across communities.
E. Higher Institute of Population Studies
The Higher Institute of Population Studies is a specialized academic and research institute at Damascus University focused on demographic, population, and development studies.
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_69c69f24ac508190bb98fe927c0bd065`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f55abcd481909e42ca857fe46cd1`	completed	March 27, 2026, 9:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c83c71f5748190bdda4cf9b8dfc6ea`	completed	March 28, 2026, 8:39 p.m.
NEDg	Description generation	`batch_69c83e7b2ab08190a5ecb9b87af067a5`	completed	March 28, 2026, 8:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69c842bad1e8819093bf61d9480dbd22`	completed	March 28, 2026, 9:06 p.m.

Created at: March 27, 2026, 3:43 p.m.