Triple

T3540160

Position	Surface form	Disambiguated ID	Type / Status
Subject	Welfare trends report	`E74863`	entity
Predicate	producedBy	`P490`	FINISHED
Object	OBR welfare analysis team The OBR welfare analysis team is a specialist group within the UK’s Office for Budget Responsibility that conducts detailed analysis of the welfare system and its impacts to inform official fiscal and policy assessments.	`E366817`	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: OBR welfare analysis team | Statement: [Welfare trends report, producedBy, OBR welfare analysis team]

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

Target entity: OBR welfare analysis team
Context triple: [Welfare trends report, producedBy, OBR welfare analysis team]

A. Department for Work and Pensions
The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
B. Ministers of State at the Department for Work and Pensions
Ministers of State at the Department for Work and Pensions are senior UK government ministers who support the Secretary of State in overseeing welfare, pensions, and employment policy and administration.
C. Committee on Social Insurance
The Committee on Social Insurance is a standing committee of the Swedish Riksdag responsible for legislation and oversight related to social security, pensions, and other welfare and insurance matters.
D. Department of Health and Social Security
The Department of Health and Social Security was a former UK government department responsible for overseeing both national health services and social welfare provision.
E. Ministry of National Insurance
The Ministry of National Insurance was a former UK government department responsible for overseeing and managing the country's social security and national insurance systems in the mid-20th century.
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: OBR welfare analysis team
Triple: [Welfare trends report, producedBy, OBR welfare analysis team]

Generated description

The OBR welfare analysis team is a specialist group within the UK’s Office for Budget Responsibility that conducts detailed analysis of the welfare system and its impacts to inform official fiscal and policy assessments.

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

Target entity: OBR welfare analysis team
Target entity description: The OBR welfare analysis team is a specialist group within the UK’s Office for Budget Responsibility that conducts detailed analysis of the welfare system and its impacts to inform official fiscal and policy assessments.

A. Department for Work and Pensions
The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
B. Ministers of State at the Department for Work and Pensions
Ministers of State at the Department for Work and Pensions are senior UK government ministers who support the Secretary of State in overseeing welfare, pensions, and employment policy and administration.
C. Committee on Social Insurance
The Committee on Social Insurance is a standing committee of the Swedish Riksdag responsible for legislation and oversight related to social security, pensions, and other welfare and insurance matters.
D. Department of Health and Social Security
The Department of Health and Social Security was a former UK government department responsible for overseeing both national health services and social welfare provision.
E. Ministry of National Insurance
The Ministry of National Insurance was a former UK government department responsible for overseeing and managing the country's social security and national insurance systems in the mid-20th century.
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_69ad85d274cc8190ab59c97298a1cfbf`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbccbbb5c8190a951754dda5fc642`	completed	March 8, 2026, 6:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b38bd7fa3881909fee11cc6f4af7ea`	completed	March 13, 2026, 4 a.m.
NEDg	Description generation	`batch_69b38c9259f881908068961f4eaf11a0`	completed	March 13, 2026, 4:03 a.m.
NED2	Entity disambiguation (via description)	`batch_69b38d04eb388190af64f990bac8d140`	completed	March 13, 2026, 4:05 a.m.

Created at: March 8, 2026, 3:20 p.m.