Triple

T13066098

Position	Surface form	Disambiguated ID	Type / Status
Subject	Suranaree University of Technology	`E329327`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Institute of Social Technology The Institute of Social Technology is an academic faculty of Suranaree University of Technology in Thailand that focuses on education and research in the social sciences and related interdisciplinary fields.	`E1019143`	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 of Social Technology | Statement: [Suranaree University of Technology, hasFaculty, Institute of Social Technology]

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

Target entity: Institute of Social Technology
Context triple: [Suranaree University of Technology, hasFaculty, Institute of Social Technology]

A. Institute for Social Science Studies
The Institute for Social Science Studies is a research center at Universiti Putra Malaysia focused on advancing knowledge in social sciences and humanities, particularly in areas related to development, policy, and societal well-being.
B. Digital Society Institute
The Digital Society Institute is a research center focused on the societal, ethical, and technological implications of digitalization and digital technologies.
C. Institute of Social Research
The Institute of Social Research is a leading academic center in Mexico dedicated to advanced, multidisciplinary research on social phenomena and public issues.
D. 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.
E. Institute for Graduate Studies in Social Sciences
The Institute for Graduate Studies in Social Sciences is a Boğaziçi University academic unit that coordinates and offers advanced graduate programs and research in various social 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: Institute of Social Technology
Triple: [Suranaree University of Technology, hasFaculty, Institute of Social Technology]

Generated description

The Institute of Social Technology is an academic faculty of Suranaree University of Technology in Thailand that focuses on education and research in the social sciences and related interdisciplinary fields.

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

Target entity: Institute of Social Technology
Target entity description: The Institute of Social Technology is an academic faculty of Suranaree University of Technology in Thailand that focuses on education and research in the social sciences and related interdisciplinary fields.

A. Institute for Social Science Studies
The Institute for Social Science Studies is a research center at Universiti Putra Malaysia focused on advancing knowledge in social sciences and humanities, particularly in areas related to development, policy, and societal well-being.
B. Digital Society Institute
The Digital Society Institute is a research center focused on the societal, ethical, and technological implications of digitalization and digital technologies.
C. Institute of Social Research
The Institute of Social Research is a leading academic center in Mexico dedicated to advanced, multidisciplinary research on social phenomena and public issues.
D. 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.
E. Institute for Graduate Studies in Social Sciences
The Institute for Graduate Studies in Social Sciences is a Boğaziçi University academic unit that coordinates and offers advanced graduate programs and research in various social 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_69d80771749c81909a6d9197b9504872`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69d980eb81948190b27eb9ae19978079`	completed	April 10, 2026, 10:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6cbe630808190a9a3481127bbaa86`	completed	May 3, 2026, 4:15 a.m.
NEDg	Description generation	`batch_69f6d039254881909927b58225f194de`	completed	May 3, 2026, 4:34 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6d0d218d4819080273a151a0890d3`	completed	May 3, 2026, 4:36 a.m.

Created at: April 9, 2026, 8:59 p.m.