Triple
T4474642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OECD Development Centre |
E98576
|
entity |
| Predicate | hasProgramme |
P6928
|
FINISHED |
| Object |
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.
|
E441730
|
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: Production Transformation Policy Reviews | Statement: [OECD Development Centre, hasProgramme, Production Transformation Policy Reviews]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Production Transformation Policy Reviews Context triple: [OECD Development Centre, hasProgramme, Production Transformation Policy Reviews]
-
A.
Economics of the Transition Period
Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
-
B.
Carnegie-Rochester Conference Series on Public Policy
The Carnegie-Rochester Conference Series on Public Policy is an influential economics journal and conference series known for publishing foundational research in macroeconomics and public policy.
-
C.
Centralization and Decentralization in Economic Policy
"Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
-
D.
Economic Policy: Principles and Design
"Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
-
E.
OECD Investment Policy Reviews
OECD Investment Policy Reviews are analytical country reports that assess and provide recommendations on national investment policies to promote open, transparent, and responsible investment climates.
- 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: Production Transformation Policy Reviews Triple: [OECD Development Centre, hasProgramme, Production Transformation Policy Reviews]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Production Transformation Policy Reviews Target entity description: 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.
-
A.
Economics of the Transition Period
Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
-
B.
Carnegie-Rochester Conference Series on Public Policy
The Carnegie-Rochester Conference Series on Public Policy is an influential economics journal and conference series known for publishing foundational research in macroeconomics and public policy.
-
C.
Centralization and Decentralization in Economic Policy
"Centralization and Decentralization in Economic Policy" is a seminal work by economist Jan Tinbergen that analyzes how economic decision-making powers should be optimally distributed between central and local authorities to achieve effective and efficient policy outcomes.
-
D.
Economic Policy: Principles and Design
"Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
-
E.
OECD Investment Policy Reviews
OECD Investment Policy Reviews are analytical country reports that assess and provide recommendations on national investment policies to promote open, transparent, and responsible investment climates.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356bb03f48190a2addcd49c9e470d |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6287f076081909bca3643ac489fcf |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295721d881908d49ce1944e0ed17 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a3e9d1c8190a613726d45622406 |
completed | March 15, 2026, 3:40 a.m. |
Created at: March 12, 2026, 11:35 p.m.