Triple

T17262504
Position Surface form Disambiguated ID Type / Status
Subject Kunming Railway Station E419040 entity
Predicate connectedTo P37 FINISHED
Object Kunming urban bus network
The Kunming urban bus network is the citywide public transportation system of Kunming, China, providing extensive bus services that connect major hubs, residential areas, and commercial districts throughout the city.
E1258431 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: Kunming urban bus network | Statement: [Kunming Railway Station, connectedTo, Kunming urban bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kunming urban bus network
Context triple: [Kunming Railway Station, connectedTo, Kunming urban bus network]
  • A. Kunming Metro
    Kunming Metro is the rapid transit system serving Kunming, the capital of Yunnan Province in southwest China.
  • B. Kunming, China
    Kunming, China is a major city in southwest China that served as a key World War II air base and supply hub, notably for the American Volunteer Group known as the Flying Tigers.
  • C. Yuxi
    Yuxi is a prefecture-level city in central Yunnan Province, China, known for its tobacco production and scenic plateau lake landscapes.
  • D. Kunming South Railway Station
    Kunming South Railway Station is a major high-speed rail hub in Kunming, China, serving as a key gateway for regional and national rail connections.
  • E. Kunming Railway Station
    Kunming Railway Station is a major passenger and transportation hub in Kunming, Yunnan Province, serving as one of the key railway gateways to southwestern China.
  • 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: Kunming urban bus network
Triple: [Kunming Railway Station, connectedTo, Kunming urban bus network]
Generated description
The Kunming urban bus network is the citywide public transportation system of Kunming, China, providing extensive bus services that connect major hubs, residential areas, and commercial districts throughout the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kunming urban bus network
Target entity description: The Kunming urban bus network is the citywide public transportation system of Kunming, China, providing extensive bus services that connect major hubs, residential areas, and commercial districts throughout the city.
  • A. Kunming Metro
    Kunming Metro is the rapid transit system serving Kunming, the capital of Yunnan Province in southwest China.
  • B. Kunming, China
    Kunming, China is a major city in southwest China that served as a key World War II air base and supply hub, notably for the American Volunteer Group known as the Flying Tigers.
  • C. Yuxi
    Yuxi is a prefecture-level city in central Yunnan Province, China, known for its tobacco production and scenic plateau lake landscapes.
  • D. Kunming South Railway Station
    Kunming South Railway Station is a major high-speed rail hub in Kunming, China, serving as a key gateway for regional and national rail connections.
  • E. Kunming Railway Station
    Kunming Railway Station is a major passenger and transportation hub in Kunming, Yunnan Province, serving as one of the key railway gateways to southwestern China.
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42e717a348190ae6835fb08f38125 completed April 19, 2026, 1:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0171041f2c81909bf52025d68912fc completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a0171c1b5fc81908455cda0df277ea9 completed May 11, 2026, 6:05 a.m.
NED2 Entity disambiguation (via description) batch_6a01724c4e34819099168d7303a31498 completed May 11, 2026, 6:08 a.m.
Created at: April 10, 2026, 5:40 a.m.