Triple
T2174644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Reform Programmes |
E48498
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Broad Economic Policy Guidelines
Broad Economic Policy Guidelines are overarching EU-level recommendations that coordinate and steer the economic policies of member states to support growth, stability, and structural reforms.
|
E243156
|
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: Broad Economic Policy Guidelines | Statement: [National Reform Programmes, relatedTo, Broad Economic Policy Guidelines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broad Economic Policy Guidelines Context triple: [National Reform Programmes, relatedTo, Broad Economic Policy Guidelines]
-
A.
Economic Policy: Principles and Design
"Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
-
B.
Economic and fiscal outlook
The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
-
C.
Centralization and Decentralization in Economic Policy
"Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
-
D.
Economic Window
The Economic Window is a financing division of the SAARC Development Fund that supports regional economic and infrastructure projects to promote growth and integration among South Asian countries.
-
E.
Phillips curve framework
The Phillips curve framework is a macroeconomic concept that posits an inverse relationship between inflation and unemployment, shaping policymakers’ understanding of inflation dynamics and trade-offs in the postwar era.
- 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: Broad Economic Policy Guidelines Triple: [National Reform Programmes, relatedTo, Broad Economic Policy Guidelines]
Generated description
Broad Economic Policy Guidelines are overarching EU-level recommendations that coordinate and steer the economic policies of member states to support growth, stability, and structural reforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broad Economic Policy Guidelines Target entity description: Broad Economic Policy Guidelines are overarching EU-level recommendations that coordinate and steer the economic policies of member states to support growth, stability, and structural reforms.
-
A.
Economic Policy: Principles and Design
"Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
-
B.
Economic and fiscal outlook
The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
-
C.
Centralization and Decentralization in Economic Policy
"Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
-
D.
Economic Window
The Economic Window is a financing division of the SAARC Development Fund that supports regional economic and infrastructure projects to promote growth and integration among South Asian countries.
-
E.
Phillips curve framework
The Phillips curve framework is a macroeconomic concept that posits an inverse relationship between inflation and unemployment, shaping policymakers’ understanding of inflation dynamics and trade-offs in the postwar era.
- 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_69a88aa3faa48190995b233af6525815 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbeccb2888190aa1fe1039e9dfbe2 |
completed | March 7, 2026, 5:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5d9c61448190930777bcf2028882 |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e1ea6108190b22ead618d620613 |
completed | March 9, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ea7909c8190a93d87a5d07b84d4 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:45 p.m.