Triple
T20103299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen–Shantou Expressway |
E496602
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Guangdong expressway network |
—
|
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: Guangdong expressway network | Statement: [Shenzhen–Shantou Expressway, partOf, Guangdong expressway network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guangdong expressway network Context triple: [Shenzhen–Shantou Expressway, partOf, Guangdong expressway network]
-
A.
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.
-
B.
G80 Guangzhou–Kunming Expressway
The G80 Guangzhou–Kunming Expressway is a major Chinese national expressway that links the southern metropolis of Guangzhou with the southwestern city of Kunming, facilitating regional transport and economic integration across multiple provinces.
-
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.
Shanghai expressway network
The Shanghai expressway network is an extensive system of elevated and ground-level urban expressways that forms the backbone of high-speed road transportation across Shanghai.
- 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: Guangdong expressway network Target entity description: The Guangdong expressway network is an extensive system of high-speed roads that connects major cities and economic hubs across Guangdong Province, supporting its role as one of China’s leading industrial and commercial regions.
-
A.
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.
-
B.
G80 Guangzhou–Kunming Expressway
The G80 Guangzhou–Kunming Expressway is a major Chinese national expressway that links the southern metropolis of Guangzhou with the southwestern city of Kunming, facilitating regional transport and economic integration across multiple provinces.
-
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.
Shanghai expressway network
The Shanghai expressway network is an extensive system of elevated and ground-level urban expressways that forms the backbone of high-speed road transportation across Shanghai.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6667170a4819085d07a4188ded541 |
completed | April 20, 2026, 5:46 p.m. |
Created at: April 11, 2026, 11:27 p.m.