Triple
T4128121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OECD Development Co-operation Directorate |
E92772
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
OECD Development Co-operation Peer Reviews
OECD Development Co-operation Peer Reviews are periodic assessments that evaluate and provide recommendations on the development assistance policies and practices of donor countries to improve the effectiveness and quality of their aid.
|
E415943
|
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: OECD Development Co-operation Peer Reviews | Statement: [OECD Development Co-operation Directorate, publishes, OECD Development Co-operation Peer Reviews]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OECD Development Co-operation Peer Reviews Context triple: [OECD Development Co-operation Directorate, publishes, OECD Development Co-operation Peer Reviews]
-
A.
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.
-
B.
OECD Development Co-operation Directorate
The OECD Development Co-operation Directorate is the branch of the OECD that leads the organization’s work on development policy, aid effectiveness, and international development co‑operation.
-
C.
OECD Development Centre
The OECD Development Centre is a policy-oriented research and dialogue platform within the OECD that brings together member and partner countries to analyze development issues and support inclusive, sustainable growth.
-
D.
Mutual Evaluation Reports
Mutual Evaluation Reports are comprehensive assessments that evaluate how effectively a country implements international standards to combat money laundering, terrorist financing, and related financial crimes.
-
E.
OECD Competition Reviews
OECD Competition Reviews are analytical publications that assess and provide policy recommendations on countries’ competition laws, institutions, and market practices to promote more effective competition.
- 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: OECD Development Co-operation Peer Reviews Triple: [OECD Development Co-operation Directorate, publishes, OECD Development Co-operation Peer Reviews]
Generated description
OECD Development Co-operation Peer Reviews are periodic assessments that evaluate and provide recommendations on the development assistance policies and practices of donor countries to improve the effectiveness and quality of their aid.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OECD Development Co-operation Peer Reviews Target entity description: OECD Development Co-operation Peer Reviews are periodic assessments that evaluate and provide recommendations on the development assistance policies and practices of donor countries to improve the effectiveness and quality of their aid.
-
A.
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.
-
B.
OECD Development Co-operation Directorate
The OECD Development Co-operation Directorate is the branch of the OECD that leads the organization’s work on development policy, aid effectiveness, and international development co‑operation.
-
C.
OECD Development Centre
The OECD Development Centre is a policy-oriented research and dialogue platform within the OECD that brings together member and partner countries to analyze development issues and support inclusive, sustainable growth.
-
D.
Mutual Evaluation Reports
Mutual Evaluation Reports are comprehensive assessments that evaluate how effectively a country implements international standards to combat money laundering, terrorist financing, and related financial crimes.
-
E.
OECD Competition Reviews
OECD Competition Reviews are analytical publications that assess and provide policy recommendations on countries’ competition laws, institutions, and market practices to promote more effective competition.
- 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_69aed9685f70819086932777aec8d959 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69af021b17a08190b520101f54ec1e33 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576bc48f0819081ac3f921736854f |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b5778a01e48190acb14d544cd53a63 |
completed | March 14, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b577f2d46c8190a66b2b536088633c |
completed | March 14, 2026, 3 p.m. |
Created at: March 9, 2026, 3:42 p.m.