Triple
T4321313
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen Bay Super Headquarters Base |
E96521
|
entity |
| Predicate | planningAuthority |
P11585
|
FINISHED |
| Object |
Shenzhen Planning and Natural Resources Bureau
The Shenzhen Planning and Natural Resources Bureau is a municipal government agency responsible for urban planning, land use management, and natural resource administration in Shenzhen, China.
|
E432231
|
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: Shenzhen Planning and Natural Resources Bureau | Statement: [Shenzhen Bay Super Headquarters Base, planningAuthority, Shenzhen Planning and Natural Resources Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Planning and Natural Resources Bureau Context triple: [Shenzhen Bay Super Headquarters Base, planningAuthority, Shenzhen Planning and Natural Resources Bureau]
-
A.
Shenzhen Municipal People’s Government
The Shenzhen Municipal People’s Government is the executive authority responsible for administering and managing public affairs, economic development, and urban governance in the city of Shenzhen, China.
-
B.
Guangzhou Municipal Housing and Urban-Rural Development Bureau
The Guangzhou Municipal Housing and Urban-Rural Development Bureau is a city-level government department responsible for overseeing housing policy, urban and rural construction, and related development management in Guangzhou, China.
-
C.
Guangzhou Municipal Ecology and Environment Bureau
The Guangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangzhou, China.
-
D.
Nanshan District People’s Government
Nanshan District People’s Government is the local administrative authority responsible for managing public affairs, services, and development in Nanshan District of Shenzhen, China.
-
E.
Guangzhou Municipal Development and Reform Commission
Guangzhou Municipal Development and Reform Commission is a key government agency in Guangzhou responsible for formulating and coordinating the city’s economic and social development strategies, plans, and major reform policies.
- 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: Shenzhen Planning and Natural Resources Bureau Triple: [Shenzhen Bay Super Headquarters Base, planningAuthority, Shenzhen Planning and Natural Resources Bureau]
Generated description
The Shenzhen Planning and Natural Resources Bureau is a municipal government agency responsible for urban planning, land use management, and natural resource administration in Shenzhen, China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Planning and Natural Resources Bureau Target entity description: The Shenzhen Planning and Natural Resources Bureau is a municipal government agency responsible for urban planning, land use management, and natural resource administration in Shenzhen, China.
-
A.
Shenzhen Municipal People’s Government
The Shenzhen Municipal People’s Government is the executive authority responsible for administering and managing public affairs, economic development, and urban governance in the city of Shenzhen, China.
-
B.
Guangzhou Municipal Housing and Urban-Rural Development Bureau
The Guangzhou Municipal Housing and Urban-Rural Development Bureau is a city-level government department responsible for overseeing housing policy, urban and rural construction, and related development management in Guangzhou, China.
-
C.
Guangzhou Municipal Ecology and Environment Bureau
The Guangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangzhou, China.
-
D.
Nanshan District People’s Government
Nanshan District People’s Government is the local administrative authority responsible for managing public affairs, services, and development in Nanshan District of Shenzhen, China.
-
E.
Guangzhou Municipal Development and Reform Commission
Guangzhou Municipal Development and Reform Commission is a key government agency in Guangzhou responsible for formulating and coordinating the city’s economic and social development strategies, plans, and major reform policies.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3511608dc8190afe912aa605ecace |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d08d70408190aca5793a480cf54f |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d4607a688190a3a7352579ea5ee7 |
completed | March 14, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d51068dc819099ac28361188dcc4 |
completed | March 14, 2026, 9:37 p.m. |
Created at: March 12, 2026, 11:12 p.m.