Triple
T2174643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Reform Programmes |
E48498
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Stability and Convergence Programmes
Stability and Convergence Programmes are medium-term fiscal and economic plans that EU member states submit to the European Commission to demonstrate how they will ensure sustainable public finances and comply with the rules of the Economic and Monetary Union.
|
E48498
|
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: Stability and Convergence Programmes | Statement: [National Reform Programmes, relatedTo, Stability and Convergence Programmes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stability and Convergence Programmes Context triple: [National Reform Programmes, relatedTo, Stability and Convergence Programmes]
-
A.
The Transitional Program
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
-
B.
National Reform Programmes
National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
-
C.
Framework Programmes for Research and Innovation
The Framework Programmes for Research and Innovation are the European Union’s flagship multi-annual funding initiatives that support and coordinate scientific research and technological development across member states.
-
D.
Cross‑Servicing Program
The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
-
E.
Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
- 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: Stability and Convergence Programmes Triple: [National Reform Programmes, relatedTo, Stability and Convergence Programmes]
Generated description
Stability and Convergence Programmes are medium-term fiscal and economic plans that EU member states submit to the European Commission to demonstrate how they will ensure sustainable public finances and comply with the rules of the Economic and Monetary Union.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stability and Convergence Programmes Target entity description: Stability and Convergence Programmes are medium-term fiscal and economic plans that EU member states submit to the European Commission to demonstrate how they will ensure sustainable public finances and comply with the rules of the Economic and Monetary Union.
-
A.
The Transitional Program
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
-
B.
National Reform Programmes
chosen
National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
-
C.
Framework Programmes for Research and Innovation
The Framework Programmes for Research and Innovation are the European Union’s flagship multi-annual funding initiatives that support and coordinate scientific research and technological development across member states.
-
D.
Cross‑Servicing Program
The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
-
E.
Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
- F. None of above.
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.