Triple

T4527643

Position	Surface form	Disambiguated ID	Type / Status
Subject	Charlie Jeffery	`E106217`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Academy of Social Sciences The Academy of Social Sciences is the UK’s national academy that represents and promotes the social sciences, bringing together leading scholars and practitioners to advance research, policy, and public understanding.	`E449835`	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: Academy of Social Sciences | Statement: [Charlie Jeffery, memberOf, Academy of Social Sciences]

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

Target entity: Academy of Social Sciences
Context triple: [Charlie Jeffery, memberOf, Academy of Social Sciences]

A. Academy of Social Sciences
The Academy of Social Sciences is a division of the Royal Society of Canada that brings together leading scholars in the social sciences to promote research excellence and inform public policy.
B. Academy of Arts and Humanities
The Academy of Arts and Humanities is a division of the Royal Society of Canada that brings together leading scholars and practitioners in the arts and humanities to recognize excellence and promote research and creativity in these fields.
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 specializing in the study and research of social phenomena, disciplines, and policies within Lesya Ukrainka Volyn National University.
E. Institute of Social Sciences
The Institute of Social Sciences is a graduate-level academic unit of Gazi University that coordinates and conducts advanced education 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: Academy of Social Sciences
Triple: [Charlie Jeffery, memberOf, Academy of Social Sciences]

Generated description

The Academy of Social Sciences is the UK’s national academy that represents and promotes the social sciences, bringing together leading scholars and practitioners to advance research, policy, and public understanding.

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

Target entity: Academy of Social Sciences
Target entity description: The Academy of Social Sciences is the UK’s national academy that represents and promotes the social sciences, bringing together leading scholars and practitioners to advance research, policy, and public understanding.

A. Academy of Social Sciences
The Academy of Social Sciences is a division of the Royal Society of Canada that brings together leading scholars in the social sciences to promote research excellence and inform public policy.
B. Academy of Arts and Humanities
The Academy of Arts and Humanities is a division of the Royal Society of Canada that brings together leading scholars and practitioners in the arts and humanities to recognize excellence and promote research and creativity in these fields.
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 specializing in the study and research of social phenomena, disciplines, and policies within Lesya Ukrainka Volyn National University.
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

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_69bd43f3d6e08190a91824f833d51bbe`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd577737848190ad509c8bb8e57ec0`	completed	March 20, 2026, 2:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bda4577d0c8190a88cdf4523446329`	completed	March 20, 2026, 7:47 p.m.
NEDg	Description generation	`batch_69bda8367b988190bd6859581ba9a38e`	completed	March 20, 2026, 8:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69bda8b4d064819083de58ee18458fa8`	completed	March 20, 2026, 8:06 p.m.

Created at: March 20, 2026, 1:03 p.m.