Triple

T1648368
Position Surface form Disambiguated ID Type / Status
Subject Spending Review E35634 entity
Predicate isConductedBy P30855 FINISHED
Object HM Treasury E3383 NE FINISHED

How this triple was built (3 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: HM Treasury | Statement: [Spending Review, isConductedBy, HM Treasury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HM Treasury
Context triple: [Spending Review, isConductedBy, HM Treasury]
  • A. HM Treasury chosen
    HM Treasury is the United Kingdom government’s finance and economic ministry, responsible for developing and overseeing public spending, taxation, and economic policy.
  • B. HM Treasury Select Committee
    The HM Treasury Select Committee is a cross-party committee of the UK House of Commons that scrutinises the work, policies, and spending of HM Treasury and related public bodies.
  • C. Ministry of Finance
    The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
  • D. Financial Secretary to the Treasury
    The Financial Secretary to the Treasury is a senior ministerial post in the UK government responsible for overseeing key aspects of public finance, taxation, and economic policy within HM Treasury.
  • E. HM Revenue and Customs
    HM Revenue and Customs is the United Kingdom’s tax authority responsible for collecting taxes, administering benefits and enforcing customs and revenue laws.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isConductedBy
Context triple: [Spending Review, isConductedBy, HM Treasury]
  • A. enactedBy
    Indicates that a law, policy, or formal measure is officially established or brought into effect by a specific authority or governing body.
  • B. isPracticedBy
    Indicates that an activity, skill, or discipline is regularly performed or carried out by a particular entity.
  • C. performedWith
    Indicates that an action or activity is carried out using, accompanied by, or in conjunction with a specified entity or instrument.
  • D. concludedBy
    Indicates that an event, process, or state is brought to an end or finalized by a specific agent or entity.
  • E. isAssociatedWith
    Indicates that there exists a connection, relationship, or involvement between two entities without specifying its exact nature.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aaa0fbe984819084f8daee81ca9b67 completed March 6, 2026, 9:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60a73a288190a659e2a1f09ba524 completed March 8, 2026, 11:42 a.m.
PD Predicate disambiguation batch_69a907ce4dd881909168a1e99505d4ec completed March 5, 2026, 4:34 a.m.
PDg Predicate description generation batch_69a949509d508190a3a35554996823de completed March 5, 2026, 9:13 a.m.
Created at: March 4, 2026, 7:29 p.m.