Triple
T1648406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spending Review |
E35634
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Public Expenditure Survey system
The Public Expenditure Survey system was a former UK government framework for planning, controlling, and reviewing public spending across departments.
|
E186250
|
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: Public Expenditure Survey system | Statement: [Spending Review, predecessor, Public Expenditure Survey system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Expenditure Survey system Context triple: [Spending Review, predecessor, Public Expenditure Survey system]
-
A.
Medical Expenditure Panel Survey
The Medical Expenditure Panel Survey is a large-scale, nationally representative U.S. survey that collects detailed data on healthcare use, costs, insurance coverage, and access to care for individuals and families.
-
B.
U.S. Federal Statistical System
The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.
-
C.
OpenSpending
OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
-
D.
National Economic Accounts
The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
-
E.
United Nations System of National Accounts
The United Nations System of National Accounts is an internationally agreed statistical framework that provides standardized concepts, definitions, classifications, and accounting rules for measuring a country’s economic activity and compiling national accounts such as GDP.
- 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: Public Expenditure Survey system Triple: [Spending Review, predecessor, Public Expenditure Survey system]
Generated description
The Public Expenditure Survey system was a former UK government framework for planning, controlling, and reviewing public spending across departments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Expenditure Survey system Target entity description: The Public Expenditure Survey system was a former UK government framework for planning, controlling, and reviewing public spending across departments.
-
A.
Medical Expenditure Panel Survey
The Medical Expenditure Panel Survey is a large-scale, nationally representative U.S. survey that collects detailed data on healthcare use, costs, insurance coverage, and access to care for individuals and families.
-
B.
U.S. Federal Statistical System
The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.
-
C.
OpenSpending
OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
-
D.
National Economic Accounts
The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
-
E.
United Nations System of National Accounts
The United Nations System of National Accounts is an internationally agreed statistical framework that provides standardized concepts, definitions, classifications, and accounting rules for measuring a country’s economic activity and compiling national accounts such as GDP.
- 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_69a90a6537e0819082b966023e0c0583 |
completed | March 5, 2026, 4:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad60a73a288190a659e2a1f09ba524 |
completed | March 8, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_69ad61323b308190b883c4bf2c3ca1bf |
completed | March 8, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad622acf5881908add72069bd2f060 |
completed | March 8, 2026, 11:48 a.m. |
Created at: March 4, 2026, 7:29 p.m.