Triple

T20583321
Position Surface form Disambiguated ID Type / Status
Subject expressways of Shenzhen E505717 entity
Predicate hasComponent P35 FINISHED
Object Shenzhen Longda Expressway
Shenzhen Longda Expressway is a major urban expressway in Shenzhen, China, providing a key high-speed corridor that connects central districts with outlying areas and regional transport networks.
 E1446930 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: Shenzhen Longda Expressway | Statement: [expressways of Shenzhen, hasComponent, Shenzhen Longda Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shenzhen Longda Expressway
Context triple: [expressways of Shenzhen, hasComponent, Shenzhen Longda Expressway]
  • A. Shenzhen Nanguang Expressway
    The Shenzhen Nanguang Expressway is a major urban expressway in Shenzhen, China, providing a key east–west transportation corridor that connects important districts and supports regional traffic flow.
  • B. Shenzhen Yanpai Expressway
    Shenzhen Yanpai Expressway is a major urban expressway in Shenzhen, China, designed to improve regional traffic flow and connectivity within the city’s expressway network.
  • C. Shenzhen Meiguan Expressway
    Shenzhen Meiguan Expressway is a major urban expressway in Shenzhen, China, serving as an important north–south transportation corridor within the city’s highway network.
  • D. Shenzhen Jihe Expressway
    Shenzhen Jihe Expressway is a major urban expressway in Shenzhen, China, providing a key high-speed route that connects important districts and supports the city’s rapid transportation network.
  • E. Shenzhen Shuiguan Expressway
    Shenzhen Shuiguan Expressway is a major urban expressway in Shenzhen, China, serving as an important route for regional traffic and connectivity within the city's expressway network.
  • 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: Shenzhen Longda Expressway
Triple: [expressways of Shenzhen, hasComponent, Shenzhen Longda Expressway]
Generated description
Shenzhen Longda Expressway is a major urban expressway in Shenzhen, China, providing a key high-speed corridor that connects central districts with outlying areas and regional transport networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shenzhen Longda Expressway
Target entity description: Shenzhen Longda Expressway is a major urban expressway in Shenzhen, China, providing a key high-speed corridor that connects central districts with outlying areas and regional transport networks.
  • A. Shenzhen Nanguang Expressway
    The Shenzhen Nanguang Expressway is a major urban expressway in Shenzhen, China, providing a key east–west transportation corridor that connects important districts and supports regional traffic flow.
  • B. Shenzhen Yanpai Expressway
    Shenzhen Yanpai Expressway is a major urban expressway in Shenzhen, China, designed to improve regional traffic flow and connectivity within the city’s expressway network.
  • C. Shenzhen Meiguan Expressway
    Shenzhen Meiguan Expressway is a major urban expressway in Shenzhen, China, serving as an important north–south transportation corridor within the city’s highway network.
  • D. Shenzhen Jihe Expressway
    Shenzhen Jihe Expressway is a major urban expressway in Shenzhen, China, providing a key high-speed route that connects important districts and supports the city’s rapid transportation network.
  • E. Shenzhen Shuiguan Expressway
    Shenzhen Shuiguan Expressway is a major urban expressway in Shenzhen, China, serving as an important route for regional traffic and connectivity within the city's expressway network.
  • 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_69e0b4b9669c8190b8e81fc72817d42c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a974ee4c819099310b46885a5597 completed April 20, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08e03cf7248190a0d9ff1f7eb03c74 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e1b3a2308190972aafa7b57dbffe completed May 16, 2026, 9:29 p.m.
NED2 Entity disambiguation (via description) batch_6a08e22c1f848190aba772b8b86a457c completed May 16, 2026, 9:31 p.m.
Created at: April 16, 2026, 11:40 a.m.