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.