Triple
T19575935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pingshan District, Shenzhen |
E489857
|
entity |
| Predicate | hasRoad |
P959
|
FINISHED |
| Object | Shenzhen–Shantou Expressway |
—
|
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: Shenzhen–Shantou Expressway | Statement: [Pingshan District, Shenzhen, hasRoad, Shenzhen–Shantou Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen–Shantou Expressway Context triple: [Pingshan District, Shenzhen, hasRoad, Shenzhen–Shantou Expressway]
-
A.
Shenzhen–Shantou Expressway
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Jiqing Expressway
Jiqing Expressway is a major expressway in Shandong Province, China, connecting the cities of Jinan and Qingdao and serving important industrial hubs such as Zibo.
- 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_69d8e8dd9374819098e36349b3211663 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e64024c5b08190bbff6df633857874 |
completed | April 20, 2026, 3:03 p.m. |
Created at: April 10, 2026, 1:42 p.m.