Triple

T22609575

Position	Surface form	Disambiguated ID	Type / Status
Subject	Angel Trains	`E566662`	entity
Predicate	hasStakeholder	`P1553`	FINISHED
Object	UK government (as regulator) The UK government, acting as a regulator, is the public authority responsible for setting and enforcing rules, standards, and oversight in sectors such as rail transport to protect the public interest and ensure fair, safe, and efficient operation.	`E1546096`	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: UK government (as regulator) | Statement: [Angel Trains, hasStakeholder, UK government (as regulator)]

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

Target entity: UK government (as regulator)
Context triple: [Angel Trains, hasStakeholder, UK government (as regulator)]

A. UK Competition and Markets Authority
The UK Competition and Markets Authority is the United Kingdom’s primary competition regulator, responsible for investigating mergers, markets, and anticompetitive practices to protect consumers and ensure fair competition.
B. Financial Services Authority
The Financial Services Authority was the former UK regulator responsible for overseeing the financial services industry, including banks, insurers, and investment firms, until its functions were replaced in 2013.
C. Financial Conduct Authority
The Financial Conduct Authority is the United Kingdom’s main financial regulator responsible for overseeing financial markets, firms, and consumer protection.
D. Prudential Regulation Authority
The Prudential Regulation Authority is the United Kingdom’s financial regulator responsible for overseeing the safety and soundness of banks, insurers, and major investment firms.
E. CCEA Regulation
CCEA Regulation is the regulatory framework established by the Council for the Curriculum, Examinations and Assessment to oversee and ensure standards in qualifications and assessments.
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: UK government (as regulator)
Triple: [Angel Trains, hasStakeholder, UK government (as regulator)]

Generated description

The UK government, acting as a regulator, is the public authority responsible for setting and enforcing rules, standards, and oversight in sectors such as rail transport to protect the public interest and ensure fair, safe, and efficient operation.

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

Target entity: UK government (as regulator)
Target entity description: The UK government, acting as a regulator, is the public authority responsible for setting and enforcing rules, standards, and oversight in sectors such as rail transport to protect the public interest and ensure fair, safe, and efficient operation.

A. UK Competition and Markets Authority
The UK Competition and Markets Authority is the United Kingdom’s primary competition regulator, responsible for investigating mergers, markets, and anticompetitive practices to protect consumers and ensure fair competition.
B. Financial Services Authority
The Financial Services Authority was the former UK regulator responsible for overseeing the financial services industry, including banks, insurers, and investment firms, until its functions were replaced in 2013.
C. Financial Conduct Authority
The Financial Conduct Authority is the United Kingdom’s main financial regulator responsible for overseeing financial markets, firms, and consumer protection.
D. Prudential Regulation Authority
The Prudential Regulation Authority is the United Kingdom’s financial regulator responsible for overseeing the safety and soundness of banks, insurers, and major investment firms.
E. CCEA Regulation
CCEA Regulation is the regulatory framework established by the Council for the Curriculum, Examinations and Assessment to oversee and ensure standards in qualifications and assessments.
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_69e245884860819081046ce07d5872c4`	completed	April 17, 2026, 2:36 p.m.
NER	Named-entity recognition	`batch_69f167e9245c81908e36ffcd16737a9d`	completed	April 29, 2026, 2:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b4dfb3bbc8190a80293adab818937`	completed	May 18, 2026, 5:35 p.m.
NEDg	Description generation	`batch_6a0b4f24dd9c81908f6907c75d4c6da7`	completed	May 18, 2026, 5:40 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b4fffea548190b0c3d9cce1c89aa9`	completed	May 18, 2026, 5:44 p.m.

Created at: April 17, 2026, 2:56 p.m.