Triple
T4982361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Futian District |
E111915
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Shenzhen Central Business District
Shenzhen Central Business District is the city’s primary commercial and financial hub, characterized by dense skyscrapers, corporate headquarters, and major shopping and transport centers.
|
E466562
|
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: Shenzhen Central Business District | Statement: [Futian District, contains, Shenzhen Central Business District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Central Business District Context triple: [Futian District, contains, Shenzhen Central Business District]
-
A.
Shenzhen urban core
Shenzhen urban core is the densely developed central area of Shenzhen, China, encompassing its main commercial, technological, and administrative districts.
-
B.
Shenzhen Nanshan District
Shenzhen Nanshan District is a major urban district of Shenzhen, China, known for its concentration of high-tech industries, universities, and innovation hubs such as Shenzhen High-Tech Industrial Park.
-
C.
Shenzhen metropolitan area
The Shenzhen metropolitan area is a major Chinese megacity region in Guangdong Province, centered on the tech-driven city of Shenzhen and known for its rapid urbanization, manufacturing base, and role as a leading innovation and economic hub in the Pearl River Delta.
-
D.
Shenzhen Special Economic Zone
Shenzhen Special Economic Zone is a pioneering economic reform area in southern China known for its rapid industrialization, foreign investment, and transformation from a small town into a major global metropolis.
-
E.
Shenzhen Qianhai Cooperation Zone
Shenzhen Qianhai Cooperation Zone is a major modern service industry and financial innovation hub in Shenzhen, developed as a pilot area for deepening cooperation between mainland China and Hong Kong.
- 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: Shenzhen Central Business District Triple: [Futian District, contains, Shenzhen Central Business District]
Generated description
Shenzhen Central Business District is the city’s primary commercial and financial hub, characterized by dense skyscrapers, corporate headquarters, and major shopping and transport centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Central Business District Target entity description: Shenzhen Central Business District is the city’s primary commercial and financial hub, characterized by dense skyscrapers, corporate headquarters, and major shopping and transport centers.
-
A.
Shenzhen urban core
chosen
Shenzhen urban core is the densely developed central area of Shenzhen, China, encompassing its main commercial, technological, and administrative districts.
-
B.
Shenzhen Nanshan District
Shenzhen Nanshan District is a major urban district of Shenzhen, China, known for its concentration of high-tech industries, universities, and innovation hubs such as Shenzhen High-Tech Industrial Park.
-
C.
Shenzhen metropolitan area
The Shenzhen metropolitan area is a major Chinese megacity region in Guangdong Province, centered on the tech-driven city of Shenzhen and known for its rapid urbanization, manufacturing base, and role as a leading innovation and economic hub in the Pearl River Delta.
-
D.
Shenzhen Special Economic Zone
Shenzhen Special Economic Zone is a pioneering economic reform area in southern China known for its rapid industrialization, foreign investment, and transformation from a small town into a major global metropolis.
-
E.
Shenzhen Qianhai Cooperation Zone
Shenzhen Qianhai Cooperation Zone is a major modern service industry and financial innovation hub in Shenzhen, developed as a pilot area for deepening cooperation between mainland China and Hong Kong.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd725489bc81908f660332e25f29cf |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a13f5448190a49f914d1ba49a7a |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8a9c72848190978797a33d0d83c8 |
completed | March 21, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b3718288190b2fc319fdad0a7c0 |
completed | March 21, 2026, 12:12 p.m. |
Created at: March 20, 2026, 1:33 p.m.