Triple
T4475636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shahe Subdistrict |
E100001
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object | Nanshan technology hubs |
E432217
|
NE FINISHED |
How this triple was built (2 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: Nanshan technology hubs | Statement: [Shahe Subdistrict, locatedNear, Nanshan technology hubs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nanshan technology hubs Context triple: [Shahe Subdistrict, locatedNear, Nanshan technology hubs]
-
A.
Nanshan technology and industrial zones
chosen
Nanshan technology and industrial zones are major high-tech and industrial clusters in Shenzhen’s Nanshan District, known for concentrating leading technology companies, research institutions, and innovation-driven industries.
-
B.
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.
-
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.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b6287f076081909bca3643ac489fcf |
completed | March 15, 2026, 3:33 a.m. |
Created at: March 12, 2026, 11:35 p.m.