Triple
T12156791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the Macao Special Administrative Region |
E289594
|
entity |
| Predicate | hasBody |
P35
|
FINISHED |
| Object |
Land and Urban Construction Bureau
The Land and Urban Construction Bureau is a Macao government department responsible for land management, urban planning, and overseeing construction and development within the Macao Special Administrative Region.
|
E963753
|
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: Land and Urban Construction Bureau | Statement: [Government of the Macao Special Administrative Region, hasBody, Land and Urban Construction Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Land and Urban Construction Bureau Context triple: [Government of the Macao Special Administrative Region, hasBody, Land and Urban Construction Bureau]
-
A.
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.
-
B.
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.
-
C.
Ministry of Housing and Land Use Planning
The Ministry of Housing and Land Use Planning is a Mauritian government ministry responsible for national policies and regulations on housing development, land use, and spatial planning.
-
D.
Secretariat of Agrarian, Territorial and Urban Development
The Secretariat of Agrarian, Territorial and Urban Development is the Mexican federal government ministry responsible for formulating and implementing national policies on land tenure, rural and urban development, and territorial planning.
-
E.
Engineering and Construction Bureau
The Engineering and Construction Bureau was a technical division of the Panama Canal Commission responsible for planning, designing, and overseeing construction and maintenance projects related to the canal’s infrastructure.
- 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: Land and Urban Construction Bureau Triple: [Government of the Macao Special Administrative Region, hasBody, Land and Urban Construction Bureau]
Generated description
The Land and Urban Construction Bureau is a Macao government department responsible for land management, urban planning, and overseeing construction and development within the Macao Special Administrative Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Land and Urban Construction Bureau Target entity description: The Land and Urban Construction Bureau is a Macao government department responsible for land management, urban planning, and overseeing construction and development within the Macao Special Administrative Region.
-
A.
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.
-
B.
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.
-
C.
Ministry of Housing and Land Use Planning
The Ministry of Housing and Land Use Planning is a Mauritian government ministry responsible for national policies and regulations on housing development, land use, and spatial planning.
-
D.
Secretariat of Agrarian, Territorial and Urban Development
The Secretariat of Agrarian, Territorial and Urban Development is the Mexican federal government ministry responsible for formulating and implementing national policies on land tenure, rural and urban development, and territorial planning.
-
E.
Engineering and Construction Bureau
The Engineering and Construction Bureau was a technical division of the Panama Canal Commission responsible for planning, designing, and overseeing construction and maintenance projects related to the canal’s infrastructure.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c1673c8190830cd15525d16869 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f69c8d408190abbc900deb534045 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5fe53d47c8190896a9abf8cc4bc31 |
completed | May 2, 2026, 1:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5ffc563a08190b95db768df475a3a |
completed | May 2, 2026, 1:44 p.m. |
Created at: April 8, 2026, 9:50 p.m.