Triple
T5755630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liuzhou Municipal People's Government |
E126958
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Liuzhou Municipal Ecology and Environment Bureau
Liuzhou Municipal Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological management within Liuzhou City, China.
|
E545696
|
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: Liuzhou Municipal Ecology and Environment Bureau | Statement: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Ecology and Environment Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Ecology and Environment Bureau Context triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Ecology and Environment Bureau]
-
A.
Liuzhou Municipal People's Government
Liuzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Liuzhou, China.
-
B.
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.
-
C.
Lao Ministry of Natural Resources and Environment
The Lao Ministry of Natural Resources and Environment is the government body of Laos responsible for managing the country’s natural resources, environmental protection, and sustainable development policies.
-
D.
Hubei Provincial Department of Ecology and Environment
The Hubei Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Hubei, China.
-
E.
Liuzhou, Guangxi, China
Liuzhou is an industrial city in the Guangxi Zhuang Autonomous Region of southern China, known for its major automotive manufacturing sector and role as a regional transportation hub.
- 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: Liuzhou Municipal Ecology and Environment Bureau Triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Ecology and Environment Bureau]
Generated description
Liuzhou Municipal Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological management within Liuzhou City, China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Ecology and Environment Bureau Target entity description: Liuzhou Municipal Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological management within Liuzhou City, China.
-
A.
Liuzhou Municipal People's Government
Liuzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Liuzhou, China.
-
B.
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.
-
C.
Lao Ministry of Natural Resources and Environment
The Lao Ministry of Natural Resources and Environment is the government body of Laos responsible for managing the country’s natural resources, environmental protection, and sustainable development policies.
-
D.
Hubei Provincial Department of Ecology and Environment
The Hubei Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Hubei, China.
-
E.
Liuzhou, Guangxi, China
Liuzhou is an industrial city in the Guangxi Zhuang Autonomous Region of southern China, known for its major automotive manufacturing sector and role as a regional transportation hub.
- 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_69c00832aedc81909899801b141fa3b4 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02906848c8190bf7b0d62f57c27fa |
completed | March 22, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e47c1788190b5883df385475237 |
completed | March 22, 2026, 11:41 p.m. |
| NEDg | Description generation | batch_69c08e5a7950819099cd9c9bd6c7a99a |
completed | March 23, 2026, 12:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08ed0c3ac8190a7093667bcd4fb0f |
completed | March 23, 2026, 12:52 a.m. |
Created at: March 22, 2026, 3:49 p.m.