Triple
T5755626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liuzhou Municipal People's Government |
E126958
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Liuzhou Municipal Public Security Bureau
The Liuzhou Municipal Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Liuzhou, China.
|
E545692
|
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 Public Security Bureau | Statement: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Public Security Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Public Security Bureau Context triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Public Security 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.
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.
-
C.
Guangzhou Municipal Public Security Bureau
The Guangzhou Municipal Public Security Bureau is the main law enforcement and public security agency responsible for policing and maintaining social order in Guangzhou, China.
-
D.
Lao People’s Public Security
Lao People’s Public Security is the national police and internal security force of Laos responsible for maintaining public order, law enforcement, and state security under the country’s one-party system.
-
E.
Liuzhou North railway station
Liuzhou North railway station is a major passenger and freight rail hub serving the northern part of Liuzhou in China’s Guangxi region.
- 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 Public Security Bureau Triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Public Security Bureau]
Generated description
The Liuzhou Municipal Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Liuzhou, China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Public Security Bureau Target entity description: The Liuzhou Municipal Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Liuzhou, 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.
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.
-
C.
Guangzhou Municipal Public Security Bureau
The Guangzhou Municipal Public Security Bureau is the main law enforcement and public security agency responsible for policing and maintaining social order in Guangzhou, China.
-
D.
Lao People’s Public Security
Lao People’s Public Security is the national police and internal security force of Laos responsible for maintaining public order, law enforcement, and state security under the country’s one-party system.
-
E.
Liuzhou North railway station
Liuzhou North railway station is a major passenger and freight rail hub serving the northern part of Liuzhou in China’s Guangxi region.
- 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.