Triple

T10276291
Position Surface form Disambiguated ID Type / Status
Subject Leszek Balcerowicz E240972 entity
Predicate notableWork P4 FINISHED
Object Balcerowicz Plan
The Balcerowicz Plan was a set of radical economic reforms that transformed Poland from a centrally planned communist economy into a market-oriented system in the early 1990s.
E851944 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: Balcerowicz Plan | Statement: [Leszek Balcerowicz, notableWork, Balcerowicz Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balcerowicz Plan
Context triple: [Leszek Balcerowicz, notableWork, Balcerowicz Plan]
  • A. Convertibility Plan (Argentina)
    The Convertibility Plan was Argentina’s 1990s currency regime that pegged the peso to the U.S. dollar at a one-to-one rate in an effort to end hyperinflation, ultimately contributing to severe economic imbalances and the later financial crisis.
  • B. Infitah economic policy
    Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
  • C. Agenda 2010 reforms
    The Agenda 2010 reforms were a major package of labor market and welfare state overhauls in early-2000s Germany that aimed to boost employment and competitiveness but sparked intense political and social controversy.
  • D. Plano Real
    Plano Real was a landmark Brazilian economic stabilization plan launched in 1994 that successfully curbed hyperinflation and introduced the modern Brazilian currency, the real.
  • E. Polish local government reforms of 1998
    The Polish local government reforms of 1998 were a major administrative overhaul that restructured the country into a new three-tier system of local self-government and redefined voivodeship boundaries.
  • 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: Balcerowicz Plan
Triple: [Leszek Balcerowicz, notableWork, Balcerowicz Plan]
Generated description
The Balcerowicz Plan was a set of radical economic reforms that transformed Poland from a centrally planned communist economy into a market-oriented system in the early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balcerowicz Plan
Target entity description: The Balcerowicz Plan was a set of radical economic reforms that transformed Poland from a centrally planned communist economy into a market-oriented system in the early 1990s.
  • A. Convertibility Plan (Argentina)
    The Convertibility Plan was Argentina’s 1990s currency regime that pegged the peso to the U.S. dollar at a one-to-one rate in an effort to end hyperinflation, ultimately contributing to severe economic imbalances and the later financial crisis.
  • B. Infitah economic policy
    Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
  • C. Agenda 2010 reforms
    The Agenda 2010 reforms were a major package of labor market and welfare state overhauls in early-2000s Germany that aimed to boost employment and competitiveness but sparked intense political and social controversy.
  • D. Plano Real
    Plano Real was a landmark Brazilian economic stabilization plan launched in 1994 that successfully curbed hyperinflation and introduced the modern Brazilian currency, the real.
  • E. Polish local government reforms of 1998
    The Polish local government reforms of 1998 were a major administrative overhaul that restructured the country into a new three-tier system of local self-government and redefined voivodeship boundaries.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d28b6cd4819084a7a5c1893b5ad8 completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f82188588190998e06cad1e15e68 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcad625881909304201c1ebb3bcb completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd84cd708190816d94417294b52a completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:37 a.m.