Triple

T20583312
Position Surface form Disambiguated ID Type / Status
Subject expressways of Shenzhen E505717 entity
Predicate hasComponent P35 FINISHED
Object G25 Changchun–Shenzhen Expressway (Shenzhen section) — 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: G25 Changchun–Shenzhen Expressway (Shenzhen section) | Statement: [expressways of Shenzhen, hasComponent, G25 Changchun–Shenzhen Expressway (Shenzhen section)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: G25 Changchun–Shenzhen Expressway (Shenzhen section)
Context triple: [expressways of Shenzhen, hasComponent, G25 Changchun–Shenzhen Expressway (Shenzhen section)]
  • A. G94 Pearl River Delta Ring Expressway (Shenzhen section)
    G94 Pearl River Delta Ring Expressway (Shenzhen section) is a major orbital expressway segment in Shenzhen that forms part of the regional ring route connecting cities across the Pearl River Delta in Guangdong, China.
  • B. G25 Changchun–Shenzhen Expressway chosen
    The G25 Changchun–Shenzhen Expressway is a major north–south Chinese expressway that runs from Changchun in the northeast to Shenzhen in the south, forming an important backbone of the national highway network.
  • 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. 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.
  • E. 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.
  • 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_69e0b4b9669c8190b8e81fc72817d42c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a974ee4c819099310b46885a5597 completed April 20, 2026, 10:32 p.m.
Created at: April 16, 2026, 11:40 a.m.