Triple
T19445587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longgang District, Shenzhen |
E486466
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Pingshan District, Shenzhen |
—
|
NE NERFINISHED |
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: Pingshan District, Shenzhen | Statement: [Longgang District, Shenzhen, borders, Pingshan District, Shenzhen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pingshan District, Shenzhen Context triple: [Longgang District, Shenzhen, borders, Pingshan District, Shenzhen]
-
A.
Pingshan District, Shenzhen
chosen
Pingshan District, Shenzhen is a rapidly developing industrial and residential district in eastern Shenzhen, Guangdong, known for its high-tech industries and modern urban infrastructure.
-
B.
Nanshan District, Shenzhen
Nanshan District, Shenzhen is a major urban district in Shenzhen, China, known as a technology and innovation hub that hosts the headquarters of many leading Chinese tech companies.
-
C.
Bao’an District, Shenzhen
Bao’an District, Shenzhen is a major urban district in the northwest of Shenzhen, China, known for its extensive manufacturing base, dense population, and role as a key hub in the Pearl River Delta economic region.
-
D.
Luohu District, Shenzhen
Luohu District, Shenzhen is a central urban district of Shenzhen, China, known as one of the city’s earliest developed areas and a major commercial and transportation hub bordering Hong Kong.
-
E.
Guangming District, Shenzhen
Guangming District, Shenzhen is a rapidly developing suburban district in northwestern Shenzhen, China, known for its emerging high-tech industries and residential communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 10, 2026, 1:38 p.m.