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.