Triple

T8879103

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Essex	`E211362`	entity
Predicate	hasResearchCentre	`P11730`	FINISHED
Object	Institute for Social and Economic Research The Institute for Social and Economic Research is a leading UK social science research institute at the University of Essex, best known for running major longitudinal household studies and informing public policy on social and economic issues.	`E764769`	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 Social and Economic Research | Statement: [University of Essex, hasResearchCentre, Institute for Social and Economic Research]

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

Target entity: Institute for Social and Economic Research
Context triple: [University of Essex, hasResearchCentre, Institute for Social and Economic Research]

A. 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.
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 a leading Vietnamese research institution specializing in economic theory, policy analysis, and socio-economic development studies under the Vietnam Academy of Social Sciences.
D. 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.
E. Institute of Economics
The Institute of Economics is a higher education and research institution in Skopje specializing in economic studies and analysis as part of Ss. Cyril and Methodius 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 for Social and Economic Research
Triple: [University of Essex, hasResearchCentre, Institute for Social and Economic Research]

Generated description

The Institute for Social and Economic Research is a leading UK social science research institute at the University of Essex, best known for running major longitudinal household studies and informing public policy on social and economic issues.

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

Target entity: Institute for Social and Economic Research
Target entity description: The Institute for Social and Economic Research is a leading UK social science research institute at the University of Essex, best known for running major longitudinal household studies and informing public policy on social and economic issues.

A. 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.
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 a leading Vietnamese research institution specializing in economic theory, policy analysis, and socio-economic development studies under the Vietnam Academy of Social Sciences.
D. 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.
E. Institute of Economics
The Institute of Economics is a higher education and research institution in Skopje specializing in economic studies and analysis as part of Ss. Cyril and Methodius 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_69ca838e78748190934d82db3104f855`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc614ad1908190a77808fcf7f3e531`	completed	April 1, 2026, 12:05 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfabb87c3481908cf11f2e246f42eb`	completed	April 3, 2026, 11:59 a.m.
NEDg	Description generation	`batch_69cfacc9b53081909bd3505cff0a7722`	completed	April 3, 2026, 12:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfad6fff348190b0491ba38d2e6ce5`	completed	April 3, 2026, 12:07 p.m.

Created at: March 30, 2026, 6:52 p.m.