Triple
T10397602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian People's Revolutionary Democratic Front |
E245059
|
entity |
| Predicate | implementedPolicy |
P172
|
FINISHED |
| Object |
Agricultural Development-Led Industrialization strategy
The Agricultural Development-Led Industrialization strategy is an economic development approach that prioritizes boosting agricultural productivity as the foundation for broader industrial growth and structural transformation.
|
E861621
|
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 Development-Led Industrialization strategy | Statement: [Ethiopian People's Revolutionary Democratic Front, implementedPolicy, Agricultural Development-Led Industrialization strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agricultural Development-Led Industrialization strategy Context triple: [Ethiopian People's Revolutionary Democratic Front, implementedPolicy, Agricultural Development-Led Industrialization strategy]
-
A.
Kader Factory for Developed Industries
Kader Factory for Developed Industries is an Egyptian manufacturing facility specializing in defense and industrial products under the Arab Organization for Industrialization.
-
B.
Production Transformation Policy Reviews
Production Transformation Policy Reviews is an OECD Development Centre initiative that assesses and guides countries’ strategies for structural change, industrial upgrading, and integration into global value chains.
-
C.
Farm to Fork Strategy
The Farm to Fork Strategy is the European Union’s comprehensive plan to make food systems fair, healthy, and environmentally sustainable across the entire supply chain.
-
D.
Liberalization and Development
"Liberalization and Development" is an influential work by economist Deepak Nayyar that critically examines the relationship between economic liberalization policies and development outcomes in emerging economies.
-
E.
The Political Economy of Development in India
The Political Economy of Development in India is a seminal scholarly work that analyzes India’s post-independence economic development through the lens of political institutions, class interests, and state policy.
- 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 Development-Led Industrialization strategy Triple: [Ethiopian People's Revolutionary Democratic Front, implementedPolicy, Agricultural Development-Led Industrialization strategy]
Generated description
The Agricultural Development-Led Industrialization strategy is an economic development approach that prioritizes boosting agricultural productivity as the foundation for broader industrial growth and structural transformation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agricultural Development-Led Industrialization strategy Target entity description: The Agricultural Development-Led Industrialization strategy is an economic development approach that prioritizes boosting agricultural productivity as the foundation for broader industrial growth and structural transformation.
-
A.
Kader Factory for Developed Industries
Kader Factory for Developed Industries is an Egyptian manufacturing facility specializing in defense and industrial products under the Arab Organization for Industrialization.
-
B.
Production Transformation Policy Reviews
Production Transformation Policy Reviews is an OECD Development Centre initiative that assesses and guides countries’ strategies for structural change, industrial upgrading, and integration into global value chains.
-
C.
Farm to Fork Strategy
The Farm to Fork Strategy is the European Union’s comprehensive plan to make food systems fair, healthy, and environmentally sustainable across the entire supply chain.
-
D.
Liberalization and Development
"Liberalization and Development" is an influential work by economist Deepak Nayyar that critically examines the relationship between economic liberalization policies and development outcomes in emerging economies.
-
E.
The Political Economy of Development in India
The Political Economy of Development in India is a seminal scholarly work that analyzes India’s post-independence economic development through the lens of political institutions, class interests, and state policy.
- 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9d0de448190b0bfd4d6c87d47fa |
completed | April 7, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fbbad25081908712601404734988 |
completed | April 9, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_69d822d597088190bf3dca85e1ddb890 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859cc1aac8190ab232bb4e4e4fac1 |
completed | April 10, 2026, 2 a.m. |
Created at: April 6, 2026, 12:07 p.m.