Triple
T4475678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen Software Park |
E100002
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Shenzhen High-Tech Industrial Park
Shenzhen High-Tech Industrial Park is a major technology and innovation hub in Shenzhen, China, hosting numerous high-tech enterprises, research institutions, and software companies.
|
E100002
|
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 High-Tech Industrial Park | Statement: [Shenzhen Software Park, locatedNear, Shenzhen High-Tech Industrial Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen High-Tech Industrial Park Context triple: [Shenzhen Software Park, locatedNear, Shenzhen High-Tech Industrial Park]
-
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.
Zhangjiang Hi-Tech Park
Zhangjiang Hi-Tech Park is a major technology and innovation hub in Shanghai, known for its concentration of high-tech industries, research institutions, and startups.
-
D.
Zhongguancun Science Park
Zhongguancun Science Park is a major high-tech innovation hub in Beijing often dubbed "China’s Silicon Valley," hosting numerous technology companies, startups, and research institutions.
-
E.
Fengtai Science Park
Fengtai Science Park is a major technology and innovation hub located in Beijing’s Fengtai District, hosting high-tech enterprises 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: Shenzhen High-Tech Industrial Park Triple: [Shenzhen Software Park, locatedNear, Shenzhen High-Tech Industrial Park]
Generated description
Shenzhen High-Tech Industrial Park is a major technology and innovation hub in Shenzhen, China, hosting numerous high-tech enterprises, research institutions, and software companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen High-Tech Industrial Park Target entity description: Shenzhen High-Tech Industrial Park is a major technology and innovation hub in Shenzhen, China, hosting numerous high-tech enterprises, research institutions, and software companies.
-
A.
Shenzhen Software Park
chosen
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.
Zhangjiang Hi-Tech Park
Zhangjiang Hi-Tech Park is a major technology and innovation hub in Shanghai, known for its concentration of high-tech industries, research institutions, and startups.
-
D.
Zhongguancun Science Park
Zhongguancun Science Park is a major high-tech innovation hub in Beijing often dubbed "China’s Silicon Valley," hosting numerous technology companies, startups, and research institutions.
-
E.
Fengtai Science Park
Fengtai Science Park is a major technology and innovation hub located in Beijing’s Fengtai District, hosting high-tech enterprises and research institutions.
- 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_69b34553cbe48190afa8ac1cac285b86 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356bc4a248190b4a031f07f39b5bd |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6513446f08190b4ab18dffda9060a |
completed | March 15, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69b651e8a92881909a835e5cad3d8cb9 |
completed | March 15, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b65259ccec8190a178e2d9930da0a8 |
completed | March 15, 2026, 6:31 a.m. |
Created at: March 12, 2026, 11:35 p.m.