Triple

T15645332
Position Surface form Disambiguated ID Type / Status
Subject EasyCard E376162 entity
Predicate usedOnSystem P2367 FINISHED
Object New Taipei City Bus
New Taipei City Bus is a public bus network serving New Taipei City, Taiwan, integrated with the Taipei metropolitan transit system.
 E1170903 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: New Taipei City Bus | Statement: [EasyCard, usedOnSystem, New Taipei City Bus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Taipei City Bus
Context triple: [EasyCard, usedOnSystem, New Taipei City Bus]
  • A. Taipei bus network
    The Taipei bus network is an extensive public transportation system in Taipei that connects major districts, landmarks, and transit hubs through numerous bus routes.
  • B. Tainan urban bus network
    The Tainan urban bus network is a citywide public transportation system in Tainan, Taiwan, providing bus services that link major railway stations, neighborhoods, and key destinations across the metropolitan area.
  • C. Kaohsiung MRT
    Kaohsiung MRT is the rapid transit system serving the metropolitan area of Kaohsiung, Taiwan, providing urban rail transportation via multiple subway and light rail lines.
  • D. Taipei Metro Bannan Line
    The Taipei Metro Bannan Line is a major east–west rapid transit line in Taipei, Taiwan, connecting key commercial and residential districts across the city and into New Taipei City.
  • E. Taipei Metro Wenhu line
    The Taipei Metro Wenhu line is an elevated, driverless rapid transit line in Taipei that connects key districts and facilities, including Taipei Songshan Airport.
  • 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: New Taipei City Bus
Triple: [EasyCard, usedOnSystem, New Taipei City Bus]
Generated description
New Taipei City Bus is a public bus network serving New Taipei City, Taiwan, integrated with the Taipei metropolitan transit system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Taipei City Bus
Target entity description: New Taipei City Bus is a public bus network serving New Taipei City, Taiwan, integrated with the Taipei metropolitan transit system.
  • A. Taipei bus network
    The Taipei bus network is an extensive public transportation system in Taipei that connects major districts, landmarks, and transit hubs through numerous bus routes.
  • B. Tainan urban bus network
    The Tainan urban bus network is a citywide public transportation system in Tainan, Taiwan, providing bus services that link major railway stations, neighborhoods, and key destinations across the metropolitan area.
  • C. Kaohsiung MRT
    Kaohsiung MRT is the rapid transit system serving the metropolitan area of Kaohsiung, Taiwan, providing urban rail transportation via multiple subway and light rail lines.
  • D. Taipei Metro Bannan Line
    The Taipei Metro Bannan Line is a major east–west rapid transit line in Taipei, Taiwan, connecting key commercial and residential districts across the city and into New Taipei City.
  • E. Taipei Metro Wenhu line
    The Taipei Metro Wenhu line is an elevated, driverless rapid transit line in Taipei that connects key districts and facilities, including Taipei Songshan Airport.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed400ec8190a14a9f7cf3092865 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ed079e48190b86ad7b66755fc1c completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff6fa2b0b881908fa7af973ee0bb6f completed May 9, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff707d1db4819097aa9402ce0abb97 completed May 9, 2026, 5:35 p.m.
Created at: April 10, 2026, 4:15 a.m.