Triple
T5755624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liuzhou Municipal People's Government |
E126958
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Liuzhou Municipal Development and Reform Commission
The Liuzhou Municipal Development and Reform Commission is a key government agency responsible for macroeconomic planning, industrial policy, and major project coordination in Liuzhou City, China.
|
E545690
|
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 Development and Reform Commission | Statement: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Development and Reform Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Development and Reform Commission Context triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Development and Reform Commission]
-
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 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.
-
C.
Wuhan Municipal Development and Reform Commission
The Wuhan Municipal Development and Reform Commission is a key government agency in Wuhan responsible for macroeconomic planning, industrial policy, and coordinating major development projects in the city.
-
D.
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.
-
E.
Hubei Provincial Development and Reform Commission
The Hubei Provincial Development and Reform Commission is a key government agency in Hubei, China responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the province.
- 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 Development and Reform Commission Triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Development and Reform Commission]
Generated description
The Liuzhou Municipal Development and Reform Commission is a key government agency responsible for macroeconomic planning, industrial policy, and major project coordination in Liuzhou City, China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Development and Reform Commission Target entity description: The Liuzhou Municipal Development and Reform Commission is a key government agency responsible for macroeconomic planning, industrial policy, and major project coordination in 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.
State-owned Assets Supervision and Administration Commission of Guangxi
The State-owned Assets Supervision and Administration Commission of Guangxi is a regional government body in China responsible for overseeing and managing major state-owned enterprises in the Guangxi Zhuang Autonomous Region.
-
C.
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.
-
D.
Wuhan Municipal Development and Reform Commission
The Wuhan Municipal Development and Reform Commission is a key government agency in Wuhan responsible for macroeconomic planning, industrial policy, and coordinating major development projects in the city.
-
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.