Triple
T10778052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodluck Jonathan administration in Nigeria |
E254245
|
entity |
| Predicate | implementedPolicy |
P172
|
FINISHED |
| Object |
Agricultural Transformation Agenda
The Agricultural Transformation Agenda was a Nigerian government initiative aimed at modernizing agriculture, boosting food production, and reducing the country’s dependence on food imports through private-sector–driven reforms.
|
E886283
|
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: Agricultural Transformation Agenda | Statement: [Goodluck Jonathan administration in Nigeria, implementedPolicy, Agricultural Transformation Agenda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agricultural Transformation Agenda Context triple: [Goodluck Jonathan administration in Nigeria, implementedPolicy, Agricultural Transformation Agenda]
-
A.
Transforming Traditional Agriculture
Transforming Traditional Agriculture is an influential economic study by Theodore Schultz that analyzes how to increase productivity and modernize subsistence farming in developing countries.
-
B.
National e-Governance Plan in Agriculture
The National e-Governance Plan in Agriculture is an Indian government initiative that leverages digital technologies and information systems to improve agricultural services, information delivery, and decision-making for farmers and stakeholders.
-
C.
FAO Strategic Framework
The FAO Strategic Framework is the overarching long-term plan that guides the Food and Agriculture Organization’s priorities, objectives, and resource allocation to support sustainable agriculture, food security, and rural development worldwide.
-
D.
OECD Co-operative Research Programme: Sustainable Agricultural and Food Systems
The OECD Co-operative Research Programme: Sustainable Agricultural and Food Systems is an international initiative that funds and coordinates research and scientific exchanges to promote sustainability, innovation, and policy-relevant knowledge in agriculture, food systems, and natural resource management.
-
E.
FAO Medium Term Plan
The FAO Medium Term Plan is a strategic framework that outlines the Food and Agriculture Organization’s priorities, objectives, and expected results over a multi-year period to guide its programmes and resource allocation.
- 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: Agricultural Transformation Agenda Triple: [Goodluck Jonathan administration in Nigeria, implementedPolicy, Agricultural Transformation Agenda]
Generated description
The Agricultural Transformation Agenda was a Nigerian government initiative aimed at modernizing agriculture, boosting food production, and reducing the country’s dependence on food imports through private-sector–driven reforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agricultural Transformation Agenda Target entity description: The Agricultural Transformation Agenda was a Nigerian government initiative aimed at modernizing agriculture, boosting food production, and reducing the country’s dependence on food imports through private-sector–driven reforms.
-
A.
Transforming Traditional Agriculture
Transforming Traditional Agriculture is an influential economic study by Theodore Schultz that analyzes how to increase productivity and modernize subsistence farming in developing countries.
-
B.
National e-Governance Plan in Agriculture
The National e-Governance Plan in Agriculture is an Indian government initiative that leverages digital technologies and information systems to improve agricultural services, information delivery, and decision-making for farmers and stakeholders.
-
C.
FAO Strategic Framework
The FAO Strategic Framework is the overarching long-term plan that guides the Food and Agriculture Organization’s priorities, objectives, and resource allocation to support sustainable agriculture, food security, and rural development worldwide.
-
D.
OECD Co-operative Research Programme: Sustainable Agricultural and Food Systems
The OECD Co-operative Research Programme: Sustainable Agricultural and Food Systems is an international initiative that funds and coordinates research and scientific exchanges to promote sustainability, innovation, and policy-relevant knowledge in agriculture, food systems, and natural resource management.
-
E.
FAO Medium Term Plan
The FAO Medium Term Plan is a strategic framework that outlines the Food and Agriculture Organization’s priorities, objectives, and expected results over a multi-year period to guide its programmes and resource allocation.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732c18c3c819089d49e3e4585049e |
completed | April 9, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de55e9fe2081909acbfba7a65be18e |
completed | April 14, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69de5eacae148190b7ca2da87427572e |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de6397ff688190b6788489895a5360 |
completed | April 14, 2026, 3:56 p.m. |
Created at: April 8, 2026, 9:16 p.m.