Triple

T10342521
Position Surface form Disambiguated ID Type / Status
Subject NRPs E243158 entity
Predicate linkedTo 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 Stability and Growth Pact.
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: [NRPs, linkedTo, Stability and Convergence Programmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stability and Convergence Programmes
Context triple: [NRPs, linkedTo, Stability and Convergence Programmes]
  • A. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • B. Harmony programme
    The Harmony programme is a World Nuclear Association initiative that promotes the large-scale expansion of nuclear power as a key component of a reliable, low-carbon global energy mix.
  • C. 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.
  • D. 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.
  • E. Stabilitas
    Stabilitas is a component concept emphasizing stability and steadfastness within the broader Sapientia et Doctrina Stabilitas framework.
  • 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: [NRPs, linkedTo, 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 Stability and Growth Pact.
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 Stability and Growth Pact.
  • A. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • B. Harmony programme
    The Harmony programme is a World Nuclear Association initiative that promotes the large-scale expansion of nuclear power as a key component of a reliable, low-carbon global energy mix.
  • C. 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.
  • D. 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.
  • E. Stabilitas
    Stabilitas is a component concept emphasizing stability and steadfastness within the broader Sapientia et Doctrina Stabilitas framework.
  • 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_69d381af787481908bc401325c760a88 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e91fdb2081909866c6ecf417d75a completed April 7, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d75070c3ac8190b0d50a93d48c9bd9 completed April 9, 2026, 7:08 a.m.
NEDg Description generation batch_69d7618c9abc819080c4d6669dfb8320 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d7702ae24481908b0f5319413e81d4 completed April 9, 2026, 9:23 a.m.
Created at: April 6, 2026, 11:55 a.m.