Triple
T4321412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nanshan District People’s Government |
E96523
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
education bureau of Nanshan District
The education bureau of Nanshan District is the local government authority responsible for planning, managing, and supervising all levels of education and schools within Shenzhen’s Nanshan District.
|
E432238
|
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: education bureau of Nanshan District | Statement: [Nanshan District People’s Government, hasDivision, education bureau of Nanshan District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: education bureau of Nanshan District Context triple: [Nanshan District People’s Government, hasDivision, education bureau of Nanshan District]
-
A.
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.
-
B.
Shanghai Municipal Education Commission
The Shanghai Municipal Education Commission is the government body responsible for overseeing and administering education policy, institutions, and development within the city of Shanghai.
-
C.
Guangzhou Municipal Education Bureau
Guangzhou Municipal Education Bureau is the government department responsible for overseeing and administering education policies, schools, and educational development within the city of Guangzhou, China.
-
D.
Nanshan Subdistrict
Nanshan Subdistrict is an urban administrative area within Shenzhen’s Nanshan District, known for its dense development and role in the city’s high-tech and commercial landscape.
-
E.
Nanshan District
Nanshan District is a major urban district of Shenzhen, China, known as a key technology and innovation hub that hosts many leading tech companies and research institutions.
- 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: education bureau of Nanshan District Triple: [Nanshan District People’s Government, hasDivision, education bureau of Nanshan District]
Generated description
The education bureau of Nanshan District is the local government authority responsible for planning, managing, and supervising all levels of education and schools within Shenzhen’s Nanshan District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: education bureau of Nanshan District Target entity description: The education bureau of Nanshan District is the local government authority responsible for planning, managing, and supervising all levels of education and schools within Shenzhen’s Nanshan District.
-
A.
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.
-
B.
Shanghai Municipal Education Commission
The Shanghai Municipal Education Commission is the government body responsible for overseeing and administering education policy, institutions, and development within the city of Shanghai.
-
C.
Guangzhou Municipal Education Bureau
Guangzhou Municipal Education Bureau is the government department responsible for overseeing and administering education policies, schools, and educational development within the city of Guangzhou, China.
-
D.
Nanshan Subdistrict
Nanshan Subdistrict is an urban administrative area within Shenzhen’s Nanshan District, known for its dense development and role in the city’s high-tech and commercial landscape.
-
E.
Nanshan District
Nanshan District is a major urban district of Shenzhen, China, known as a key technology and innovation hub that hosts many leading tech companies and research institutions.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3511608dc8190afe912aa605ecace |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d08d70408190aca5793a480cf54f |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d4607a688190a3a7352579ea5ee7 |
completed | March 14, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d51068dc819099ac28361188dcc4 |
completed | March 14, 2026, 9:37 p.m. |
Created at: March 12, 2026, 11:12 p.m.