Triple
T8882237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huangpu District, Guangzhou |
E211437
|
entity |
| Predicate | hasEconomicZone |
P6793
|
FINISHED |
| Object |
Guangzhou Economic and Technological Development Zone
Guangzhou Economic and Technological Development Zone is a major state-level industrial and high-tech development area in Guangzhou, China, known for attracting foreign investment and hosting advanced manufacturing and technology enterprises.
|
E764237
|
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: Guangzhou Economic and Technological Development Zone | Statement: [Huangpu District, Guangzhou, hasEconomicZone, Guangzhou Economic and Technological Development Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guangzhou Economic and Technological Development Zone Context triple: [Huangpu District, Guangzhou, hasEconomicZone, Guangzhou Economic and Technological Development Zone]
-
A.
Guangzhou Nansha New Area
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
-
B.
Nansha District
Nansha District is a rapidly developing coastal district in southern Guangzhou, China, known for its deep-water port, industrial zones, and role as a key hub in the Guangdong–Hong Kong–Macao Greater Bay Area.
-
C.
Zengcheng District
Zengcheng District is an eastern suburban district of Guangzhou, China, known for its rapid urban development and lychee production.
-
D.
Tianhe District
Tianhe District is a major urban and commercial hub of Guangzhou, China, known for its skyscrapers, shopping centers, and the city’s central business district.
-
E.
Zhujiang New Town
Zhujiang New Town is a major modern central business district in Guangzhou, China, known for its skyscrapers, upscale shopping, and cultural landmarks.
- 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: Guangzhou Economic and Technological Development Zone Triple: [Huangpu District, Guangzhou, hasEconomicZone, Guangzhou Economic and Technological Development Zone]
Generated description
Guangzhou Economic and Technological Development Zone is a major state-level industrial and high-tech development area in Guangzhou, China, known for attracting foreign investment and hosting advanced manufacturing and technology enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guangzhou Economic and Technological Development Zone Target entity description: Guangzhou Economic and Technological Development Zone is a major state-level industrial and high-tech development area in Guangzhou, China, known for attracting foreign investment and hosting advanced manufacturing and technology enterprises.
-
A.
Guangzhou Nansha New Area
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
-
B.
Nansha District
Nansha District is a rapidly developing coastal district in southern Guangzhou, China, known for its deep-water port, industrial zones, and role as a key hub in the Guangdong–Hong Kong–Macao Greater Bay Area.
-
C.
Zengcheng District
Zengcheng District is an eastern suburban district of Guangzhou, China, known for its rapid urban development and lychee production.
-
D.
Tianhe District
Tianhe District is a major urban and commercial hub of Guangzhou, China, known for its skyscrapers, shopping centers, and the city’s central business district.
-
E.
Zhujiang New Town
Zhujiang New Town is a major modern central business district in Guangzhou, China, known for its skyscrapers, upscale shopping, and cultural landmarks.
- 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_69ca838f9e20819096ab1f236a70381a |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc616a01f48190b8bbde0e898a38c7 |
completed | April 1, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfabca74888190934593d6504fbed1 |
completed | April 3, 2026, noon |
| NEDg | Description generation | batch_69cfac9c743c8190a26f753111f07281 |
completed | April 3, 2026, 12:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfad54cf5c81908558fd4c21f2f3b6 |
completed | April 3, 2026, 12:06 p.m. |
Created at: March 30, 2026, 6:53 p.m.