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.