Triple

T6575869
Position Surface form Disambiguated ID Type / Status
Subject Assembly Government Ministers E155559 entity
Predicate hasPart P35 FINISHED
Object Assembly Secretary for Finance
The Assembly Secretary for Finance is the Welsh Government minister responsible for overseeing public finances, budgeting, and economic fiscal policy in Wales.
E603871 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: Assembly Secretary for Finance | Statement: [Assembly Government Ministers, hasPart, Assembly Secretary for Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assembly Secretary for Finance
Context triple: [Assembly Government Ministers, hasPart, Assembly Secretary for Finance]
  • A. Secretary of Administration and Finance
    The Secretary of Administration and Finance is a senior Massachusetts state official responsible for overseeing the Commonwealth’s budget, fiscal policy, and administrative operations.
  • B. Secretary of Finance
    The Secretary of Finance is the Philippine government’s chief economic and fiscal policymaker, overseeing national revenue, taxation, and public finance management.
  • C. Cabinet Secretary for Finance
    The Cabinet Secretary for Finance is the senior Scottish Government minister responsible for setting and overseeing Scotland’s budget, taxation policy, and overall financial strategy.
  • D. Secretary of Budget and Management
    The Secretary of Budget and Management is the Philippine government’s chief official responsible for formulating, implementing, and overseeing the national budget and public expenditure policies.
  • E. Assistant Secretary of the Treasury
    The Assistant Secretary of the Treasury is a senior U.S. Department of the Treasury official responsible for overseeing major policy areas and advising the Secretary on specialized financial, economic, or tax matters.
  • 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: Assembly Secretary for Finance
Triple: [Assembly Government Ministers, hasPart, Assembly Secretary for Finance]
Generated description
The Assembly Secretary for Finance is the Welsh Government minister responsible for overseeing public finances, budgeting, and economic fiscal policy in Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assembly Secretary for Finance
Target entity description: The Assembly Secretary for Finance is the Welsh Government minister responsible for overseeing public finances, budgeting, and economic fiscal policy in Wales.
  • A. Secretary of Administration and Finance
    The Secretary of Administration and Finance is a senior Massachusetts state official responsible for overseeing the Commonwealth’s budget, fiscal policy, and administrative operations.
  • B. Secretary of Finance
    The Secretary of Finance is the Philippine government’s chief economic and fiscal policymaker, overseeing national revenue, taxation, and public finance management.
  • C. Cabinet Secretary for Finance
    The Cabinet Secretary for Finance is the senior Scottish Government minister responsible for setting and overseeing Scotland’s budget, taxation policy, and overall financial strategy.
  • D. Secretary of Budget and Management
    The Secretary of Budget and Management is the Philippine government’s chief official responsible for formulating, implementing, and overseeing the national budget and public expenditure policies.
  • E. Assistant Secretary of the Treasury
    The Assistant Secretary of the Treasury is a senior U.S. Department of the Treasury official responsible for overseeing major policy areas and advising the Secretary on specialized financial, economic, or tax matters.
  • 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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae725f988190bacdbeb493b758cf completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d56fe8f08190ad30773f29b207c5 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d828620081909c1b4dfaa96efd62 completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8a3d194819080f33e179a8a8679 completed March 27, 2026, 7:21 p.m.
Created at: March 27, 2026, 1:54 p.m.