Triple

T12485442
Position Surface form Disambiguated ID Type / Status
Subject Ibrahim Babangida E298419 entity
Predicate introducedPolicy P172 FINISHED
Object Structural Adjustment Program
The Structural Adjustment Program was a set of market-oriented economic reforms implemented in Nigeria in the mid-1980s under military rule, aimed at stabilizing the economy through measures such as currency devaluation, subsidy removal, and privatization.
E983437 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: Structural Adjustment Program | Statement: [Ibrahim Babangida, introducedPolicy, Structural Adjustment Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Structural Adjustment Program
Context triple: [Ibrahim Babangida, introducedPolicy, Structural Adjustment Program]
  • A. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • B. 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.
  • C. 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.
  • D. Millennium Challenge Compacts
    Millennium Challenge Compacts are multi-year, grant-based agreements through which the U.S. Millennium Challenge Corporation partners with eligible countries to fund large-scale projects aimed at reducing poverty and promoting sustainable economic growth.
  • E. Reconstruction and Development Programme
    The Reconstruction and Development Programme was a post-apartheid socio-economic policy framework in South Africa aimed at redressing historical inequalities through housing, services, and development initiatives.
  • 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: Structural Adjustment Program
Triple: [Ibrahim Babangida, introducedPolicy, Structural Adjustment Program]
Generated description
The Structural Adjustment Program was a set of market-oriented economic reforms implemented in Nigeria in the mid-1980s under military rule, aimed at stabilizing the economy through measures such as currency devaluation, subsidy removal, and privatization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Structural Adjustment Program
Target entity description: The Structural Adjustment Program was a set of market-oriented economic reforms implemented in Nigeria in the mid-1980s under military rule, aimed at stabilizing the economy through measures such as currency devaluation, subsidy removal, and privatization.
  • A. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • B. 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.
  • C. 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.
  • D. Millennium Challenge Compacts
    Millennium Challenge Compacts are multi-year, grant-based agreements through which the U.S. Millennium Challenge Corporation partners with eligible countries to fund large-scale projects aimed at reducing poverty and promoting sustainable economic growth.
  • E. Reconstruction and Development Programme
    The Reconstruction and Development Programme was a post-apartheid socio-economic policy framework in South Africa aimed at redressing historical inequalities through housing, services, and development initiatives.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94ddf0b6c8190aff4fe267d8f6efe completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f2b5ed481909ead4f5b96d44064 completed May 2, 2026, 6:15 p.m.
NEDg Description generation batch_69f6401199408190ad2657802afd93c9 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f6416ba1bc8190a772bffe4d83ec15 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:56 p.m.