Triple
T5239642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guangming District |
E118306
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
expressways of Shenzhen
The expressways of Shenzhen form a dense, modern highway network that connects its urban districts and surrounding regions, supporting the city’s rapid economic growth and high-volume traffic.
|
E505717
|
NE FINISHED |
How this triple was built (4 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: expressways of Shenzhen | Statement: [Guangming District, hasTransportConnection, expressways of Shenzhen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: expressways of Shenzhen Context triple: [Guangming District, hasTransportConnection, expressways of Shenzhen]
-
A.
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.
-
B.
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.
-
C.
expressway S19
Expressway S19 is a major Polish expressway forming part of the international Via Carpatia corridor, running north–south through eastern Poland and connecting cities such as Lublin with the Slovak border.
-
D.
G4 Beijing–Hong Kong–Macau Expressway
The G4 Beijing–Hong Kong–Macau Expressway is a major north–south Chinese national expressway linking Beijing with Hong Kong and Macau, passing through numerous key cities along its route.
-
E.
Zhuhai Link Road
Zhuhai Link Road is the roadway section in Zhuhai that connects the Hong Kong–Zhuhai–Macau Bridge to the local road network on the Chinese mainland side.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: expressways of Shenzhen Triple: [Guangming District, hasTransportConnection, expressways of Shenzhen]
Generated description
The expressways of Shenzhen form a dense, modern highway network that connects its urban districts and surrounding regions, supporting the city’s rapid economic growth and high-volume traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: expressways of Shenzhen Target entity description: The expressways of Shenzhen form a dense, modern highway network that connects its urban districts and surrounding regions, supporting the city’s rapid economic growth and high-volume traffic.
-
A.
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.
-
B.
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.
-
C.
expressway S19
Expressway S19 is a major Polish expressway forming part of the international Via Carpatia corridor, running north–south through eastern Poland and connecting cities such as Lublin with the Slovak border.
-
D.
G4 Beijing–Hong Kong–Macau Expressway
The G4 Beijing–Hong Kong–Macau Expressway is a major north–south Chinese national expressway linking Beijing with Hong Kong and Macau, passing through numerous key cities along its route.
-
E.
Zhuhai Link Road
Zhuhai Link Road is the roadway section in Zhuhai that connects the Hong Kong–Zhuhai–Macau Bridge to the local road network on the Chinese mainland side.
- F. None of above. chosen
Provenance (5 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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b2a52fc8190a22631e1853c74a3 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef823afd88190a3a41e7fff09d449 |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef933c4008190bea3a5a7e5de17e6 |
completed | March 21, 2026, 8:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef9a600908190bdaff60b7a514538 |
completed | March 21, 2026, 8:03 p.m. |
Created at: March 20, 2026, 1:49 p.m.