Triple
T19445612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longgang District, Shenzhen |
E486466
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E1376466
|
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 National High-Tech Industrial Park (Longgang area) | Statement: [Longgang District, Shenzhen, contains, Shenzhen National High-Tech Industrial Park (Longgang area)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen National High-Tech Industrial Park (Longgang area) Context triple: [Longgang District, Shenzhen, contains, Shenzhen National High-Tech Industrial Park (Longgang area)]
-
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 Talent Park
Shenzhen Talent Park is a coastal urban park in Shenzhen’s Nanshan District known for its waterfront promenades, landscaped green spaces, and views of Shenzhen Bay.
-
C.
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.
-
D.
Songshan Lake High-tech Industrial Development Zone
Songshan Lake High-tech Industrial Development Zone is a major technology and innovation hub in Dongguan, China, known for its concentration of high-tech industries, research institutions, and advanced manufacturing enterprises.
-
E.
Longhua District, Shenzhen
Longhua District, Shenzhen is a major urban district in Shenzhen, China, known for its dense residential areas, manufacturing hubs, and the presence of large electronics and technology facilities.
- 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 National High-Tech Industrial Park (Longgang area) Triple: [Longgang District, Shenzhen, contains, Shenzhen National High-Tech Industrial Park (Longgang area)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen National High-Tech Industrial Park (Longgang area) Target entity description: 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.
-
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 Talent Park
Shenzhen Talent Park is a coastal urban park in Shenzhen’s Nanshan District known for its waterfront promenades, landscaped green spaces, and views of Shenzhen Bay.
-
C.
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.
-
D.
Songshan Lake High-tech Industrial Development Zone
Songshan Lake High-tech Industrial Development Zone is a major technology and innovation hub in Dongguan, China, known for its concentration of high-tech industries, research institutions, and advanced manufacturing enterprises.
-
E.
Longhua District, Shenzhen
Longhua District, Shenzhen is a major urban district in Shenzhen, China, known for its dense residential areas, manufacturing hubs, and the presence of large electronics and technology facilities.
- 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_69d8e8d7ad488190a3373045029b0f3b |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6338921cc819083f8f918225d78e6 |
completed | April 20, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a073b2d981081908b3e1f8220f36703 |
completed | May 15, 2026, 3:26 p.m. |
| NEDg | Description generation | batch_6a073c43c77c81909b1fe5bf56393b77 |
completed | May 15, 2026, 3:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073cbbb65c81908a2bb8ad043bb34f |
completed | May 15, 2026, 3:33 p.m. |
Created at: April 10, 2026, 1:38 p.m.