Triple
T23434876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cangzhou Municipal People's Government |
E563429
|
entity |
| Predicate | hasGovernmentBranch |
P479
|
FINISHED |
| Object |
Cangzhou Municipal Development and Reform Commission
The Cangzhou Municipal Development and Reform Commission is a key government agency of Cangzhou responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the city.
|
E1586913
|
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: Cangzhou Municipal Development and Reform Commission | Statement: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Development and Reform Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cangzhou Municipal Development and Reform Commission Context triple: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Development and Reform Commission]
-
A.
Cangzhou Municipal People's Government
Cangzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Cangzhou, China.
-
B.
Hebei Provincial Development and Reform Commission
The Hebei Provincial Development and Reform Commission is a key government agency in Hebei, China responsible for macroeconomic planning, industrial policy, and coordinating major development and reform initiatives across the province.
-
C.
Quanzhou Municipal Development and Reform Commission
The Quanzhou Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating Quanzhou’s economic and social development strategies, plans, and major investment projects.
-
D.
Changde Municipal Development and Reform Commission
The Changde Municipal Development and Reform Commission is a key government agency in Changde responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the city.
-
E.
Hebei Provincial Department of Housing and Urban-Rural Development
The Hebei Provincial Department of Housing and Urban-Rural Development is a government agency responsible for formulating and implementing policies on housing, urban and rural construction, and related infrastructure within Hebei Province, 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: Cangzhou Municipal Development and Reform Commission Triple: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Development and Reform Commission]
Generated description
The Cangzhou Municipal Development and Reform Commission is a key government agency of Cangzhou responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cangzhou Municipal Development and Reform Commission Target entity description: The Cangzhou Municipal Development and Reform Commission is a key government agency of Cangzhou responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the city.
-
A.
Cangzhou Municipal People's Government
Cangzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Cangzhou, China.
-
B.
Hebei Provincial Development and Reform Commission
The Hebei Provincial Development and Reform Commission is a key government agency in Hebei, China responsible for macroeconomic planning, industrial policy, and coordinating major development and reform initiatives across the province.
-
C.
Quanzhou Municipal Development and Reform Commission
The Quanzhou Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating Quanzhou’s economic and social development strategies, plans, and major investment projects.
-
D.
Changde Municipal Development and Reform Commission
The Changde Municipal Development and Reform Commission is a key government agency in Changde responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the city.
-
E.
Hebei Provincial Department of Housing and Urban-Rural Development
The Hebei Provincial Department of Housing and Urban-Rural Development is a government agency responsible for formulating and implementing policies on housing, urban and rural construction, and related infrastructure within Hebei Province, 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_69e24553980c8190bb66a2ae0bdab125 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1a5daabcc819094446a80723a487b |
completed | April 29, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c67af2b4081909384d5967cf2672a |
completed | May 19, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_6a0c72171580819097c9f287d501ae7e |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c770010308190a0a07b50fdca7d6a |
completed | May 19, 2026, 2:43 p.m. |
Created at: April 17, 2026, 5:49 p.m.