Triple

T6579666

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Ghana	`E157258`	entity
Predicate	hasInstitute	`P186`	FINISHED
Object	Institute of Statistical, Social and Economic Research The Institute of Statistical, Social and Economic Research is a research institute at the University of Ghana that conducts interdisciplinary studies on social, economic, and developmental issues in Ghana and the wider African region.	`E599454`	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 Statistical, Social and Economic Research | Statement: [University of Ghana, hasInstitute, Institute of Statistical, Social and Economic Research]

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

Target entity: Institute of Statistical, Social and Economic Research
Context triple: [University of Ghana, hasInstitute, Institute of Statistical, Social and Economic Research]

A. Institute of Statistical Studies and Research
The Institute of Statistical Studies and Research is a specialized academic and research center at Cairo University focused on advanced statistics, data analysis, and related quantitative disciplines.
B. Institute of Economics
The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
C. Institute of Economics
The Institute of Economics is an academic unit within the Royal Academy of Cambodia that focuses on economic research and higher education in economics and related fields.
D. 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.
E. 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.
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 Statistical, Social and Economic Research
Triple: [University of Ghana, hasInstitute, Institute of Statistical, Social and Economic Research]

Generated description

The Institute of Statistical, Social and Economic Research is a research institute at the University of Ghana that conducts interdisciplinary studies on social, economic, and developmental issues in Ghana and the wider African region.

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

Target entity: Institute of Statistical, Social and Economic Research
Target entity description: The Institute of Statistical, Social and Economic Research is a research institute at the University of Ghana that conducts interdisciplinary studies on social, economic, and developmental issues in Ghana and the wider African region.

A. Institute of Statistical Studies and Research
The Institute of Statistical Studies and Research is a specialized academic and research center at Cairo University focused on advanced statistics, data analysis, and related quantitative disciplines.
B. Institute of Economics
The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
C. Institute of Economics
The Institute of Economics is an academic unit within the Royal Academy of Cambodia that focuses on economic research and higher education in economics and related fields.
D. 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.
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_69c6882b3a108190b3a9eb343ae4162c`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6ae8ef4d08190b4c88aa0c15fe91c`	completed	March 27, 2026, 4:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6cba5cc708190a8748160a7878b8f`	completed	March 27, 2026, 6:25 p.m.
NEDg	Description generation	`batch_69c6cd08a9c88190a481d4d3f8e680bf`	completed	March 27, 2026, 6:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6cdc859cc8190bbae2efc39409021`	completed	March 27, 2026, 6:34 p.m.

Created at: March 27, 2026, 1:54 p.m.