Triple
T18311875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wuzhou |
E438644
|
entity |
| Predicate | hasHighwayConnection |
P385
|
FINISHED |
| Object | G80 Guangzhou–Kunming 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: G80 Guangzhou–Kunming Expressway | Statement: [Wuzhou, hasHighwayConnection, G80 Guangzhou–Kunming Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G80 Guangzhou–Kunming Expressway Context triple: [Wuzhou, hasHighwayConnection, G80 Guangzhou–Kunming Expressway]
-
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.
G45 Daqing–Guangzhou Expressway
The G45 Daqing–Guangzhou Expressway is a major north–south Chinese national expressway that runs from Daqing in Heilongjiang Province to Guangzhou in Guangdong Province, connecting numerous key cities along its route.
-
C.
G55 Erenhot–Guangzhou Expressway
The G55 Erenhot–Guangzhou Expressway is a major north–south Chinese expressway linking the Mongolian border city of Erenhot with the southern metropolis of Guangzhou, forming part of China’s national expressway network.
-
D.
G85 Yinchuan–Kunming Expressway
The G85 Yinchuan–Kunming Expressway is a major north–south Chinese expressway that runs from Yinchuan in Ningxia to Kunming in Yunnan, forming part of the national expressway network and linking multiple provincial capitals and key cities along its route.
-
E.
G60 Shanghai–Kunming Expressway
The G60 Shanghai–Kunming Expressway is a major east–west Chinese national expressway connecting the metropolis of Shanghai with the southwestern city of Kunming, traversing multiple provinces across the country.
- 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: G80 Guangzhou–Kunming Expressway Target entity description: 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.
-
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.
G45 Daqing–Guangzhou Expressway
The G45 Daqing–Guangzhou Expressway is a major north–south Chinese national expressway that runs from Daqing in Heilongjiang Province to Guangzhou in Guangdong Province, connecting numerous key cities along its route.
-
C.
G55 Erenhot–Guangzhou Expressway
The G55 Erenhot–Guangzhou Expressway is a major north–south Chinese expressway linking the Mongolian border city of Erenhot with the southern metropolis of Guangzhou, forming part of China’s national expressway network.
-
D.
G85 Yinchuan–Kunming Expressway
The G85 Yinchuan–Kunming Expressway is a major north–south Chinese expressway that runs from Yinchuan in Ningxia to Kunming in Yunnan, forming part of the national expressway network and linking multiple provincial capitals and key cities along its route.
-
E.
G60 Shanghai–Kunming Expressway
The G60 Shanghai–Kunming Expressway is a major east–west Chinese national expressway connecting the metropolis of Shanghai with the southwestern city of Kunming, traversing multiple provinces across the country.
- 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50219cd548190b8da5f402d5da773 |
completed | April 19, 2026, 4:26 p.m. |
Created at: April 10, 2026, 10:36 a.m.