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.