Triple
T12229174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhuhai municipal government |
E291429
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Bureau of Natural Resources of Zhuhai
The Bureau of Natural Resources of Zhuhai is a municipal government agency responsible for managing the city’s land, mineral, marine, and other natural resources, as well as related planning and ecological protection.
|
E977047
|
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: Bureau of Natural Resources of Zhuhai | Statement: [Zhuhai municipal government, hasDepartment, Bureau of Natural Resources of Zhuhai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Natural Resources of Zhuhai Context triple: [Zhuhai municipal government, hasDepartment, Bureau of Natural Resources of Zhuhai]
-
A.
Bureau of Ecology and Environment of Zhuhai
The Bureau of Ecology and Environment of Zhuhai is the municipal government agency responsible for environmental protection, ecological conservation, and pollution control in Zhuhai, China.
-
B.
Development and Reform Bureau of Zhuhai
The Development and Reform Bureau of Zhuhai is a key municipal government agency responsible for macroeconomic planning, industrial policy, and coordinating major development projects in Zhuhai, China.
-
C.
Bureau of Finance of Zhuhai
The Bureau of Finance of Zhuhai is the municipal government agency responsible for managing Zhuhai’s public finances, including budgeting, fiscal policy, and oversight of government expenditures and revenues.
-
D.
Zhuhai municipal government
The Zhuhai municipal government is the local governing authority of Zhuhai, a major coastal city in Guangdong Province, China, responsible for regional administration, economic development, and large-scale infrastructure projects.
-
E.
Public Security Bureau of Zhuhai
The Public Security Bureau of Zhuhai is the city’s primary law enforcement agency, responsible for public order, crime prevention, and policing within Zhuhai, China.
- 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: Bureau of Natural Resources of Zhuhai Triple: [Zhuhai municipal government, hasDepartment, Bureau of Natural Resources of Zhuhai]
Generated description
The Bureau of Natural Resources of Zhuhai is a municipal government agency responsible for managing the city’s land, mineral, marine, and other natural resources, as well as related planning and ecological protection.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Natural Resources of Zhuhai Target entity description: The Bureau of Natural Resources of Zhuhai is a municipal government agency responsible for managing the city’s land, mineral, marine, and other natural resources, as well as related planning and ecological protection.
-
A.
Bureau of Ecology and Environment of Zhuhai
The Bureau of Ecology and Environment of Zhuhai is the municipal government agency responsible for environmental protection, ecological conservation, and pollution control in Zhuhai, China.
-
B.
Development and Reform Bureau of Zhuhai
The Development and Reform Bureau of Zhuhai is a key municipal government agency responsible for macroeconomic planning, industrial policy, and coordinating major development projects in Zhuhai, China.
-
C.
Bureau of Finance of Zhuhai
The Bureau of Finance of Zhuhai is the municipal government agency responsible for managing Zhuhai’s public finances, including budgeting, fiscal policy, and oversight of government expenditures and revenues.
-
D.
Zhuhai municipal government
The Zhuhai municipal government is the local governing authority of Zhuhai, a major coastal city in Guangdong Province, China, responsible for regional administration, economic development, and large-scale infrastructure projects.
-
E.
Public Security Bureau of Zhuhai
The Public Security Bureau of Zhuhai is the city’s primary law enforcement agency, responsible for public order, crime prevention, and policing within Zhuhai, China.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91ca34fe88190900c8791c70948b7 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a8e6ba081908428ce11196815cc |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62be354a88190aaf5e8439b33120b |
completed | May 2, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62c8194d881909db3d320a21f2052 |
completed | May 2, 2026, 4:55 p.m. |
Created at: April 8, 2026, 9:51 p.m.