Triple

T15815040
Position Surface form Disambiguated ID Type / Status
Subject Taipei Bus Station E383452 entity
Predicate servesOperator P5884 FINISHED
Object Kuo-Kuang Motor Transport
Kuo-Kuang Motor Transport is a major Taiwanese intercity and highway bus company providing extensive passenger transport services across the country.
 E1178321 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: Kuo-Kuang Motor Transport | Statement: [Taipei Bus Station, servesOperator, Kuo-Kuang Motor Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kuo-Kuang Motor Transport
Context triple: [Taipei Bus Station, servesOperator, Kuo-Kuang Motor Transport]
  • A. Hengchi
    Hengchi is an electric vehicle brand developed by the Chinese conglomerate Evergrande Group as part of its push into the new energy automotive industry.
  • B. Jitsuyo Jidosha Co.
    Jitsuyo Jidosha Co. was an early Japanese automobile manufacturer known for producing small commercial vehicles and contributing to the foundations of Japan’s domestic motor industry.
  • C. Nanjing Automobile
    Nanjing Automobile is a major Chinese state-owned automobile manufacturer known for acquiring the MG brand and producing passenger cars and commercial vehicles.
  • D. Yuan Cheng Auto
    Yuan Cheng Auto is a Chinese commercial vehicle manufacturer operating under the Zhejiang Geely Holding Group, focusing on trucks, vans, and new energy logistics vehicles.
  • E. Chi Mei Corporation
    Chi Mei Corporation is a Taiwanese petrochemical and plastics manufacturer that also supports cultural and philanthropic initiatives, including operating the Chi Mei Museum.
  • 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: Kuo-Kuang Motor Transport
Triple: [Taipei Bus Station, servesOperator, Kuo-Kuang Motor Transport]
Generated description
Kuo-Kuang Motor Transport is a major Taiwanese intercity and highway bus company providing extensive passenger transport services across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kuo-Kuang Motor Transport
Target entity description: Kuo-Kuang Motor Transport is a major Taiwanese intercity and highway bus company providing extensive passenger transport services across the country.
  • A. Hengchi
    Hengchi is an electric vehicle brand developed by the Chinese conglomerate Evergrande Group as part of its push into the new energy automotive industry.
  • B. Jitsuyo Jidosha Co.
    Jitsuyo Jidosha Co. was an early Japanese automobile manufacturer known for producing small commercial vehicles and contributing to the foundations of Japan’s domestic motor industry.
  • C. Nanjing Automobile
    Nanjing Automobile is a major Chinese state-owned automobile manufacturer known for acquiring the MG brand and producing passenger cars and commercial vehicles.
  • D. Yuan Cheng Auto
    Yuan Cheng Auto is a Chinese commercial vehicle manufacturer operating under the Zhejiang Geely Holding Group, focusing on trucks, vans, and new energy logistics vehicles.
  • E. Chi Mei Corporation
    Chi Mei Corporation is a Taiwanese petrochemical and plastics manufacturer that also supports cultural and philanthropic initiatives, including operating the Chi Mei Museum.
  • 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a219508190b8588120ec415ac7 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff99959f048190ae24a072387ec233 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9ad6b29081909ff2abb2c4d866a4 completed May 9, 2026, 8:36 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b443280819088dbf18f7c57406b completed May 9, 2026, 8:38 p.m.
Created at: April 10, 2026, 4:49 a.m.