Triple

T18418462

Position	Surface form	Disambiguated ID	Type / Status
Subject	Allama Iqbal Campus	`E441955`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Institute of Social and Cultural Studies The Institute of Social and Cultural Studies is an academic unit focused on teaching and research in the social sciences and cultural studies disciplines.	`E1323805`	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 and Cultural Studies | Statement: [Allama Iqbal Campus, hasDepartment, Institute of Social and Cultural Studies]

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

Target entity: Institute of Social and Cultural Studies
Context triple: [Allama Iqbal Campus, hasDepartment, Institute of Social and Cultural Studies]

A. Institute of Cultural Studies
The Institute of Cultural Studies is a research institution in Vietnam dedicated to the scholarly study, preservation, and promotion of the country’s cultural heritage and contemporary cultural developments.
B. 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.
C. Institute of Social Sciences
The Institute of Social Sciences is a graduate-level academic unit of Ankara University that coordinates and conducts advanced education and research across various social science disciplines.
D. Institute of Social Sciences
The Institute of Social Sciences is an academic unit of the University of Minho dedicated to teaching and research in fields such as sociology, communication, geography, history, and related social sciences.
E. Institute of Social Sciences
The Institute of Social Sciences is an academic unit specializing in the study and research of social phenomena, disciplines, and policies within Lesya Ukrainka Volyn National University.
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 and Cultural Studies
Triple: [Allama Iqbal Campus, hasDepartment, Institute of Social and Cultural Studies]

Generated description

The Institute of Social and Cultural Studies is an academic unit focused on teaching and research in the social sciences and cultural studies disciplines.

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

Target entity: Institute of Social and Cultural Studies
Target entity description: The Institute of Social and Cultural Studies is an academic unit focused on teaching and research in the social sciences and cultural studies disciplines.

A. Institute of Cultural Studies
The Institute of Cultural Studies is a research institution in Vietnam dedicated to the scholarly study, preservation, and promotion of the country’s cultural heritage and contemporary cultural developments.
B. 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.
C. Institute of Social Sciences
The Institute of Social Sciences is a graduate-level academic unit of Ankara University that coordinates and conducts advanced education and research across various social science disciplines.
D. Institute of Social Sciences
The Institute of Social Sciences is an academic unit of the University of Minho dedicated to teaching and research in fields such as sociology, communication, geography, history, and related social sciences.
E. Institute of Social Sciences
The Institute of Social Sciences is an academic unit specializing in the study and research of social phenomena, disciplines, and policies within Lesya Ukrainka Volyn National University.
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_69d8b9eb8a508190a942fd75ebd8b1dc`	completed	April 10, 2026, 8:50 a.m.
NER	Named-entity recognition	`batch_69e51a2a0fb08190b409ed200a9d86a6`	completed	April 19, 2026, 6:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a03f0a633448190880b67ffe4f4e55b`	completed	May 13, 2026, 3:31 a.m.
NEDg	Description generation	`batch_6a03f21c622c81909f34f0d3da0c4491`	completed	May 13, 2026, 3:38 a.m.
NED2	Entity disambiguation (via description)	`batch_6a03f356e48c81908d74414b736303a4`	completed	May 13, 2026, 3:43 a.m.

Created at: April 10, 2026, 10:47 a.m.