Triple
T20583318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | expressways of Shenzhen |
E505717
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object | Shenzhen Nanguang Expressway |
—
|
NE NERFINISHED |
How this triple was built (3 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 Nanguang Expressway | Statement: [expressways of Shenzhen, hasComponent, Shenzhen Nanguang Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Nanguang Expressway Context triple: [expressways of Shenzhen, hasComponent, Shenzhen Nanguang Expressway]
-
A.
Shenzhen Meiguan Expressway
Shenzhen Meiguan Expressway is a major urban expressway in Shenzhen, China, serving as an important north–south transportation corridor within the city’s highway network.
-
B.
Shenzhen Yanpai Expressway
Shenzhen Yanpai Expressway is a major urban expressway in Shenzhen, China, designed to improve regional traffic flow and connectivity within the city’s expressway network.
-
C.
Shenzhen–Shantou Expressway
The Shenzhen–Shantou Expressway is a major expressway in Guangdong Province, China, connecting the coastal cities of Shenzhen and Shantou and serving as an important regional transportation corridor.
-
D.
Shenzhen Outer Ring Expressway
The Shenzhen Outer Ring Expressway is a major orbital highway encircling Shenzhen, China, designed to divert through-traffic from the urban core and improve regional connectivity between its outlying districts.
-
E.
Guangzhou–Lechang Expressway
The Guangzhou–Lechang Expressway is a major expressway in Guangdong Province, China, connecting the provincial capital Guangzhou with the northern city of Lechang and forming part of an important north–south transport corridor.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Nanguang Expressway Target entity description: The Shenzhen Nanguang Expressway is a major urban expressway in Shenzhen, China, providing a key east–west transportation corridor that connects important districts and supports regional traffic flow.
-
A.
Shenzhen Meiguan Expressway
Shenzhen Meiguan Expressway is a major urban expressway in Shenzhen, China, serving as an important north–south transportation corridor within the city’s highway network.
-
B.
Shenzhen Yanpai Expressway
Shenzhen Yanpai Expressway is a major urban expressway in Shenzhen, China, designed to improve regional traffic flow and connectivity within the city’s expressway network.
-
C.
Shenzhen–Shantou Expressway
The Shenzhen–Shantou Expressway is a major expressway in Guangdong Province, China, connecting the coastal cities of Shenzhen and Shantou and serving as an important regional transportation corridor.
-
D.
Shenzhen Outer Ring Expressway
The Shenzhen Outer Ring Expressway is a major orbital highway encircling Shenzhen, China, designed to divert through-traffic from the urban core and improve regional connectivity between its outlying districts.
-
E.
Guangzhou–Lechang Expressway
The Guangzhou–Lechang Expressway is a major expressway in Guangdong Province, China, connecting the provincial capital Guangzhou with the northern city of Lechang and forming part of an important north–south transport corridor.
- F. None of above. chosen
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_69e0b4b9669c8190b8e81fc72817d42c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a974ee4c819099310b46885a5597 |
completed | April 20, 2026, 10:32 p.m. |
Created at: April 16, 2026, 11:40 a.m.