Triple
T19575938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pingshan District, Shenzhen |
E489857
|
entity |
| Predicate | hasResearchInstitution |
P186
|
FINISHED |
| Object |
Shenzhen Pingshan High-tech Zone
Shenzhen Pingshan High-tech Zone is a major innovation and industrial hub in Shenzhen’s Pingshan District, focused on high-tech research, advanced manufacturing, and technology-driven enterprises.
|
E1383809
|
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 Pingshan High-tech Zone | Statement: [Pingshan District, Shenzhen, hasResearchInstitution, Shenzhen Pingshan High-tech Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Pingshan High-tech Zone Context triple: [Pingshan District, Shenzhen, hasResearchInstitution, Shenzhen Pingshan High-tech Zone]
-
A.
Shenzhen Software Park
Shenzhen Software Park is a major high-tech and software industry hub in Shenzhen’s Nanshan District, hosting numerous technology companies, startups, and research institutions.
-
B.
Shenzhen National High-Tech Industrial Park (Longgang area)
Shenzhen National High-Tech Industrial Park (Longgang area) is a major technology and innovation hub in Longgang District, Shenzhen, hosting numerous high-tech enterprises and research institutions.
-
C.
Shenzhen Baoan District
Shenzhen Baoan District is a major district in western Shenzhen, China, known for its extensive industrial base, rapid urban development, and role as a key gateway to the city via Shenzhen Bao'an International Airport.
-
D.
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.
-
E.
Dapeng New District, Shenzhen
Dapeng New District, Shenzhen is a coastal administrative district in eastern Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
- 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 Pingshan High-tech Zone Triple: [Pingshan District, Shenzhen, hasResearchInstitution, Shenzhen Pingshan High-tech Zone]
Generated description
Shenzhen Pingshan High-tech Zone is a major innovation and industrial hub in Shenzhen’s Pingshan District, focused on high-tech research, advanced manufacturing, and technology-driven enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Pingshan High-tech Zone Target entity description: Shenzhen Pingshan High-tech Zone is a major innovation and industrial hub in Shenzhen’s Pingshan District, focused on high-tech research, advanced manufacturing, and technology-driven enterprises.
-
A.
Shenzhen Software Park
Shenzhen Software Park is a major high-tech and software industry hub in Shenzhen’s Nanshan District, hosting numerous technology companies, startups, and research institutions.
-
B.
Shenzhen National High-Tech Industrial Park (Longgang area)
Shenzhen National High-Tech Industrial Park (Longgang area) is a major technology and innovation hub in Longgang District, Shenzhen, hosting numerous high-tech enterprises and research institutions.
-
C.
Shenzhen Baoan District
Shenzhen Baoan District is a major district in western Shenzhen, China, known for its extensive industrial base, rapid urban development, and role as a key gateway to the city via Shenzhen Bao'an International Airport.
-
D.
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.
-
E.
Dapeng New District, Shenzhen
Dapeng New District, Shenzhen is a coastal administrative district in eastern Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
- 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_69d8e8dd9374819098e36349b3211663 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e64024c5b08190bbff6df633857874 |
completed | April 20, 2026, 3:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07578feebc819097d233618e09d1eb |
completed | May 15, 2026, 5:27 p.m. |
| NEDg | Description generation | batch_6a075865eaac819085b35d165fda91d4 |
completed | May 15, 2026, 5:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07590b84488190a33889335ba95c95 |
completed | May 15, 2026, 5:34 p.m. |
Created at: April 10, 2026, 1:42 p.m.