Triple
T12440734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bangkok Metropolitan Region |
E297261
|
entity |
| Predicate | hasMetropolitanPlanningAuthority |
P104946
|
FINISHED |
| Object |
Office of the National Economic and Social Development Council
The Office of the National Economic and Social Development Council is Thailand’s central planning agency responsible for formulating national economic and social development strategies and coordinating long-term policy.
|
E984322
|
NE FINISHED |
How this triple was built (5 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: Office of the National Economic and Social Development Council | Statement: [Bangkok Metropolitan Region, hasMetropolitanPlanningAuthority, Office of the National Economic and Social Development Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Office of the National Economic and Social Development Council Context triple: [Bangkok Metropolitan Region, hasMetropolitanPlanningAuthority, Office of the National Economic and Social Development Council]
-
A.
National Economic and Development Authority of the Philippines
The National Economic and Development Authority of the Philippines is the government’s primary socioeconomic planning body, responsible for formulating development plans and policies to guide the country’s economic growth.
-
B.
Council of Economic and Development Affairs
The Council of Economic and Development Affairs is a high-level Saudi government body responsible for planning and overseeing major economic and developmental reforms in the Kingdom.
-
C.
National Economic Development and Labour Council
The National Economic Development and Labour Council is South Africa’s primary social dialogue forum where government, business, labour, and community organizations negotiate and coordinate economic and labour policy.
-
D.
Ministry of Finance, Planning and Economic Development
The Ministry of Finance, Planning and Economic Development is Uganda’s central government body responsible for national economic policy, budgeting, fiscal management, and overall development planning.
-
E.
Ministry of Finance, Economic Planning and Development
The Ministry of Finance, Economic Planning and Development is the central government body in Mauritius responsible for managing public finances, formulating economic policy, and steering the country’s development strategy.
- 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: Office of the National Economic and Social Development Council Triple: [Bangkok Metropolitan Region, hasMetropolitanPlanningAuthority, Office of the National Economic and Social Development Council]
Generated description
The Office of the National Economic and Social Development Council is Thailand’s central planning agency responsible for formulating national economic and social development strategies and coordinating long-term policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Office of the National Economic and Social Development Council Target entity description: The Office of the National Economic and Social Development Council is Thailand’s central planning agency responsible for formulating national economic and social development strategies and coordinating long-term policy.
-
A.
National Economic and Development Authority of the Philippines
The National Economic and Development Authority of the Philippines is the government’s primary socioeconomic planning body, responsible for formulating development plans and policies to guide the country’s economic growth.
-
B.
Council of Economic and Development Affairs
The Council of Economic and Development Affairs is a high-level Saudi government body responsible for planning and overseeing major economic and developmental reforms in the Kingdom.
-
C.
National Economic Development and Labour Council
The National Economic Development and Labour Council is South Africa’s primary social dialogue forum where government, business, labour, and community organizations negotiate and coordinate economic and labour policy.
-
D.
Ministry of Finance, Planning and Economic Development
The Ministry of Finance, Planning and Economic Development is Uganda’s central government body responsible for national economic policy, budgeting, fiscal management, and overall development planning.
-
E.
Ministry of Finance, Economic Planning and Development
The Ministry of Finance, Economic Planning and Development is the central government body in Mauritius responsible for managing public finances, formulating economic policy, and steering the country’s development strategy.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMetropolitanPlanningAuthority Context triple: [Bangkok Metropolitan Region, hasMetropolitanPlanningAuthority, Office of the National Economic and Social Development Council]
-
A.
hasMetropolitanAuthorityOver
Indicates that one entity holds official governing or administrative authority over a metropolitan area or region associated with another entity.
-
B.
hasMetropolitanCounty
Indicates that an entity is associated with, located within, or administered by a specific metropolitan county.
-
C.
hasMetropolitan
Indicates that an entity is associated with, served by, or located within a specific metropolitan area.
-
D.
hasMicropolitanStatus
Indicates that an entity possesses the official designation or classification of having micropolitan status.
-
E.
isMetropolitanFor
Indicates that one entity serves as the primary metropolitan center or urban hub for another entity (such as a region, area, or service).
- F. None of above. chosen
Provenance (7 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94df948308190ace333230a4a3b38 |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f0ea1e48190a11cf94797290156 |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f64010a1348190afaf7b95b8f146b5 |
completed | May 2, 2026, 6:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f640c33d948190ad8f9885f90786d7 |
completed | May 2, 2026, 6:21 p.m. |
| PD | Predicate disambiguation | batch_69d94d391c548190996a8c698357f273 |
completed | April 10, 2026, 7:19 p.m. |
| PDg | Predicate description generation | batch_69d94df652cc8190a1d2d685fa87cf98 |
completed | April 10, 2026, 7:22 p.m. |
Created at: April 8, 2026, 9:55 p.m.