Triple

T8462535
Position Surface form Disambiguated ID Type / Status
Subject Shanghai bus network E200076 entity
Predicate connectsTo P845 FINISHED
Object Shanghai airports
Shanghai airports are the major air transport hubs serving Shanghai, including its primary international and domestic passenger and cargo terminals.
 E748065 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: Shanghai airports | Statement: [Shanghai bus network, connectsTo, Shanghai airports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shanghai airports
Context triple: [Shanghai bus network, connectsTo, Shanghai airports]
  • A. Shanghai Hongqiao International Airport
    Shanghai Hongqiao International Airport is one of Shanghai’s main airports, serving primarily domestic and regional flights and located closer to the city center than Shanghai Pudong International Airport.
  • B. Shanghai Pudong International Airport
    Shanghai Pudong International Airport is a major international aviation hub in eastern China, serving as one of the country’s busiest gateways for global passenger and cargo traffic.
  • C. Hangzhou Xiaoshan International Airport
    Hangzhou Xiaoshan International Airport is a major airport serving Hangzhou and the Yangtze River Delta region in eastern China, handling extensive domestic and international passenger and cargo traffic.
  • D. China Bay Airport
    China Bay Airport is a military and domestic aviation facility located near Trincomalee in Sri Lanka’s Eastern Province.
  • E. Wuhan Tianhe International Airport
    Wuhan Tianhe International Airport is a major aviation hub in central China serving the city of Wuhan with extensive domestic and international flight connections.
  • 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: Shanghai airports
Triple: [Shanghai bus network, connectsTo, Shanghai airports]
Generated description
Shanghai airports are the major air transport hubs serving Shanghai, including its primary international and domestic passenger and cargo terminals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shanghai airports
Target entity description: Shanghai airports are the major air transport hubs serving Shanghai, including its primary international and domestic passenger and cargo terminals.
  • A. Shanghai Hongqiao International Airport
    Shanghai Hongqiao International Airport is one of Shanghai’s main airports, serving primarily domestic and regional flights and located closer to the city center than Shanghai Pudong International Airport.
  • B. Shanghai Pudong International Airport
    Shanghai Pudong International Airport is a major international aviation hub in eastern China, serving as one of the country’s busiest gateways for global passenger and cargo traffic.
  • C. Hangzhou Xiaoshan International Airport
    Hangzhou Xiaoshan International Airport is a major airport serving Hangzhou and the Yangtze River Delta region in eastern China, handling extensive domestic and international passenger and cargo traffic.
  • D. China Bay Airport
    China Bay Airport is a military and domestic aviation facility located near Trincomalee in Sri Lanka’s Eastern Province.
  • E. Wuhan Tianhe International Airport
    Wuhan Tianhe International Airport is a major aviation hub in central China serving the city of Wuhan with extensive domestic and international flight connections.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4a251f08190840a7fc31ff528b5 completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebb52978481909c60e43abd496746 completed April 2, 2026, 6:54 p.m.
NEDg Description generation batch_69cebc9d4ca88190942c333806181b55 completed April 2, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69cec0a9c39c8190a7bcecc6927b98f0 completed April 2, 2026, 7:16 p.m.
Created at: March 30, 2026, 6:10 p.m.