Triple
T15324061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Brunei |
E366363
|
entity |
| Predicate | hasMinistry |
P2820
|
FINISHED |
| Object |
Ministry of Development
The Ministry of Development is a key Bruneian government body responsible for national infrastructure, urban planning, public works, and environmental management.
|
E1150209
|
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: Ministry of Development | Statement: [Government of Brunei, hasMinistry, Ministry of Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Development Context triple: [Government of Brunei, hasMinistry, Ministry of Development]
-
A.
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.
-
B.
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.
-
C.
Greek Ministry of Development
The Greek Ministry of Development is a government department responsible for shaping and implementing Greece’s economic growth, industrial policy, trade, and investment strategies.
-
D.
Ministry of Public Works
The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil works.
-
E.
Ministry of Public Works
The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
- 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: Ministry of Development Triple: [Government of Brunei, hasMinistry, Ministry of Development]
Generated description
The Ministry of Development is a key Bruneian government body responsible for national infrastructure, urban planning, public works, and environmental management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Development Target entity description: The Ministry of Development is a key Bruneian government body responsible for national infrastructure, urban planning, public works, and environmental management.
-
A.
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.
-
B.
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.
-
C.
Greek Ministry of Development
The Greek Ministry of Development is a government department responsible for shaping and implementing Greece’s economic growth, industrial policy, trade, and investment strategies.
-
D.
Ministry of Public Works
The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil works.
-
E.
Ministry of Public Works
The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dd5ce0c819093c9a14de549dff6 |
completed | April 16, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8aaef608190bd3ec9fdd215afbb |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefa435efc81908c1e88267e745cdd |
completed | May 9, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefb2ee9108190b3d8633cc9713c7b |
completed | May 9, 2026, 9:15 a.m. |
Created at: April 10, 2026, 3:16 a.m.