Triple

T16493426
Position Surface form Disambiguated ID Type / Status
Subject Brady Plan E400621 entity
Predicate coordinatedWith P435 FINISHED
Object Paris Club debt treatments
Paris Club debt treatments are negotiated arrangements in which official creditor governments collectively restructure or reduce the sovereign debts of countries facing payment difficulties.
E1216390 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: Paris Club debt treatments | Statement: [Brady Plan, coordinatedWith, Paris Club debt treatments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paris Club debt treatments
Context triple: [Brady Plan, coordinatedWith, Paris Club debt treatments]
  • A. Latin American debt crisis
    The Latin American debt crisis was a severe financial turmoil in the 1980s during which many Latin American countries became unable to service their external debts, leading to economic stagnation, austerity measures, and major shifts in international lending and development policy.
  • B. Seisachtheia debt relief measures
    Seisachtheia debt relief measures were a series of economic and legal reforms in archaic Athens that cancelled debts, freed debt-slaves, and prohibited using personal freedom as collateral, fundamentally reshaping Athenian society.
  • C. Cypriot financial crisis and bailout
    The Cypriot financial crisis and bailout was a 2012–2013 banking and sovereign debt emergency in Cyprus that led to unprecedented depositor losses and an international rescue package, making it one of the most dramatic episodes of the wider Eurozone crisis.
  • D. Treaty Establishing the European Stability Mechanism
    The Treaty Establishing the European Stability Mechanism is an international agreement among euro area member states that created the permanent bailout fund designed to safeguard financial stability in the eurozone.
  • E. Maastricht criteria
    The Maastricht criteria are the economic and fiscal conditions EU member states must meet to qualify for adopting the euro, including limits on inflation, government deficit, debt, exchange rate stability, and interest rates.
  • 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: Paris Club debt treatments
Triple: [Brady Plan, coordinatedWith, Paris Club debt treatments]
Generated description
Paris Club debt treatments are negotiated arrangements in which official creditor governments collectively restructure or reduce the sovereign debts of countries facing payment difficulties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paris Club debt treatments
Target entity description: Paris Club debt treatments are negotiated arrangements in which official creditor governments collectively restructure or reduce the sovereign debts of countries facing payment difficulties.
  • A. Latin American debt crisis
    The Latin American debt crisis was a severe financial turmoil in the 1980s during which many Latin American countries became unable to service their external debts, leading to economic stagnation, austerity measures, and major shifts in international lending and development policy.
  • B. Seisachtheia debt relief measures
    Seisachtheia debt relief measures were a series of economic and legal reforms in archaic Athens that cancelled debts, freed debt-slaves, and prohibited using personal freedom as collateral, fundamentally reshaping Athenian society.
  • C. Cypriot financial crisis and bailout
    The Cypriot financial crisis and bailout was a 2012–2013 banking and sovereign debt emergency in Cyprus that led to unprecedented depositor losses and an international rescue package, making it one of the most dramatic episodes of the wider Eurozone crisis.
  • D. Treaty Establishing the European Stability Mechanism
    The Treaty Establishing the European Stability Mechanism is an international agreement among euro area member states that created the permanent bailout fund designed to safeguard financial stability in the eurozone.
  • E. Maastricht criteria
    The Maastricht criteria are the economic and fiscal conditions EU member states must meet to qualify for adopting the euro, including limits on inflation, government deficit, debt, exchange rate stability, and interest rates.
  • 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e3189c8819097e6ba62f24b1f6c completed April 18, 2026, 7:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a005828849481909e95c5822ed6f74d completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a00596390e4819091909806772afa1a completed May 10, 2026, 10:09 a.m.
NED2 Entity disambiguation (via description) batch_6a005a0baef08190b77423fe81a7a11c completed May 10, 2026, 10:12 a.m.
Created at: April 10, 2026, 5:13 a.m.