Triple
T19154518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taishan municipal government |
E468896
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Taishan municipal development and reform departments
Taishan municipal development and reform departments are local government agencies responsible for planning and coordinating the city’s economic and social development strategies, policies, and major projects.
|
E468896
|
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: Taishan municipal development and reform departments | Statement: [Taishan municipal government, hasBranch, Taishan municipal development and reform departments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taishan municipal development and reform departments Context triple: [Taishan municipal government, hasBranch, Taishan municipal development and reform departments]
-
A.
Taishan municipal government
The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
-
B.
Taian Municipal People’s Government
Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
-
C.
development and reform department of Nanshan District
The development and reform department of Nanshan District is a governmental body responsible for formulating and coordinating the district’s economic and social development strategies, plans, and major reform initiatives.
-
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.
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.
- 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: Taishan municipal development and reform departments Triple: [Taishan municipal government, hasBranch, Taishan municipal development and reform departments]
Generated description
Taishan municipal development and reform departments are local government agencies responsible for planning and coordinating the city’s economic and social development strategies, policies, and major projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taishan municipal development and reform departments Target entity description: Taishan municipal development and reform departments are local government agencies responsible for planning and coordinating the city’s economic and social development strategies, policies, and major projects.
-
A.
Taishan municipal government
chosen
The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
-
B.
Taian Municipal People’s Government
Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
-
C.
development and reform department of Nanshan District
The development and reform department of Nanshan District is a governmental body responsible for formulating and coordinating the district’s economic and social development strategies, plans, and major reform initiatives.
-
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.
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.
- F. None of above.
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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5eeb81bf08190b0352137eb4a5763 |
completed | April 20, 2026, 9:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f256821081908b69afd367040866 |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f303c4fc8190a9a972dd1561bc84 |
completed | May 15, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4039ca881908679e5da604eea50 |
completed | May 15, 2026, 10:22 a.m. |
Created at: April 10, 2026, 12:06 p.m.