Triple

T8999126

Position	Surface form	Disambiguated ID	Type / Status
Subject	Higher Education and Research Act 2017	`E214997`	entity
Predicate	abolishes	`P9435`	FINISHED
Object	Office for Fair Access The Office for Fair Access was a UK public body responsible for promoting and regulating fair access to higher education, particularly for underrepresented and disadvantaged groups.	`E772142`	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: Office for Fair Access | Statement: [Higher Education and Research Act 2017, abolishes, Office for Fair Access]

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

Target entity: Office for Fair Access
Context triple: [Higher Education and Research Act 2017, abolishes, Office for Fair Access]

A. Commission on Access, Diversity and Excellence
The Commission on Access, Diversity and Excellence is a body within the Association of Public and Land-grant Universities that focuses on promoting inclusive excellence, equity, and broad access in higher education institutions.
B. Office for Civil Rights and Civil Liberties
The Office for Civil Rights and Civil Liberties is a division within the U.S. Department of Homeland Security that advises on and oversees policies and practices to ensure they respect civil rights, civil liberties, and individual privacy.
C. Office for Civil Rights
The Office for Civil Rights is a federal agency within the U.S. Department of Education responsible for enforcing civil rights laws that prohibit discrimination in educational programs and activities receiving federal financial assistance.
D. Office for Civil Rights
The Office for Civil Rights is a federal agency within the U.S. Department of Health and Human Services responsible for enforcing civil rights, privacy, and nondiscrimination laws in health and human services programs.
E. Office for Civil Rights
The Office for Civil Rights is a U.S. Department of Justice component responsible for ensuring that recipients of federal justice-related funding comply with civil rights laws and nondiscrimination requirements.
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: Office for Fair Access
Triple: [Higher Education and Research Act 2017, abolishes, Office for Fair Access]

Generated description

The Office for Fair Access was a UK public body responsible for promoting and regulating fair access to higher education, particularly for underrepresented and disadvantaged groups.

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

Target entity: Office for Fair Access
Target entity description: The Office for Fair Access was a UK public body responsible for promoting and regulating fair access to higher education, particularly for underrepresented and disadvantaged groups.

A. Commission on Access, Diversity and Excellence
The Commission on Access, Diversity and Excellence is a body within the Association of Public and Land-grant Universities that focuses on promoting inclusive excellence, equity, and broad access in higher education institutions.
B. Office for Civil Rights and Civil Liberties
The Office for Civil Rights and Civil Liberties is a division within the U.S. Department of Homeland Security that advises on and oversees policies and practices to ensure they respect civil rights, civil liberties, and individual privacy.
C. Office for Civil Rights
The Office for Civil Rights is a federal agency within the U.S. Department of Education responsible for enforcing civil rights laws that prohibit discrimination in educational programs and activities receiving federal financial assistance.
D. Office for Civil Rights
The Office for Civil Rights is a federal agency within the U.S. Department of Health and Human Services responsible for enforcing civil rights, privacy, and nondiscrimination laws in health and human services programs.
E. Office for Civil Rights
The Office for Civil Rights is a U.S. Department of Justice component responsible for ensuring that recipients of federal justice-related funding comply with civil rights laws and nondiscrimination requirements.
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_69ca83a12d648190b1e4fe11e8a31890`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc68e23734819083a98f4ff0942479`	completed	April 1, 2026, 12:37 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfd0d987dc81908f1d74f390f18a9c`	completed	April 3, 2026, 2:38 p.m.
NEDg	Description generation	`batch_69cfd1a32a64819090d423a99ab75362`	completed	April 3, 2026, 2:41 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfd250593881908312200ba7bba617`	completed	April 3, 2026, 2:44 p.m.

Created at: March 30, 2026, 7:05 p.m.