Triple

T8363613
Position Surface form Disambiguated ID Type / Status
Subject KTX E197067 entity
Predicate rollingStock P1305 FINISHED
Object KTX-Sancheon
KTX-Sancheon is a South Korean high-speed train model operated by Korail, known for its advanced technology and service on major intercity routes.
 E197067 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: KTX-Sancheon | Statement: [KTX, rollingStock, KTX-Sancheon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KTX-Sancheon
Context triple: [KTX, rollingStock, KTX-Sancheon]
  • A. KTX
    KTX is South Korea’s high-speed rail service that connects major cities such as Seoul and Busan.
  • B. ITX-Cheongchun
    ITX-Cheongchun is a South Korean intercity express train service connecting Seoul with major regional cities, designed to offer faster and more comfortable travel for young and general passengers alike.
  • C. Saemaeul-ho express
    Saemaeul-ho express was a long-distance passenger train service in South Korea that operated as one of the country’s primary intercity rail options before being succeeded by the ITX-Saemaeul.
  • D. ITX-Saemaeul
    ITX-Saemaeul is a class of South Korean intercity express trains operated by Korail, offering faster and more comfortable service than conventional trains on major routes.
  • E. Korail
    Korail is South Korea's national railroad operator, managing the country's major passenger and freight rail services.
  • 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: KTX-Sancheon
Triple: [KTX, rollingStock, KTX-Sancheon]
Generated description
KTX-Sancheon is a South Korean high-speed train model operated by Korail, known for its advanced technology and service on major intercity routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KTX-Sancheon
Target entity description: KTX-Sancheon is a South Korean high-speed train model operated by Korail, known for its advanced technology and service on major intercity routes.
  • A. KTX chosen
    KTX is South Korea’s high-speed rail service that connects major cities such as Seoul and Busan.
  • B. ITX-Cheongchun
    ITX-Cheongchun is a South Korean intercity express train service connecting Seoul with major regional cities, designed to offer faster and more comfortable travel for young and general passengers alike.
  • C. Saemaeul-ho express
    Saemaeul-ho express was a long-distance passenger train service in South Korea that operated as one of the country’s primary intercity rail options before being succeeded by the ITX-Saemaeul.
  • D. ITX-Saemaeul
    ITX-Saemaeul is a class of South Korean intercity express trains operated by Korail, offering faster and more comfortable service than conventional trains on major routes.
  • E. Korail
    Korail is South Korea's national railroad operator, managing the country's major passenger and freight rail services.
  • F. None of above.

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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80768b208190a5f6c9e6cb6e7f30 completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce888975b081908af58968e43cdac9 completed April 2, 2026, 3:17 p.m.
NEDg Description generation batch_69ce8a442b508190bd8319fda51edc4b completed April 2, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ce8afff50c8190b2dd1a7e0a5a130b completed April 2, 2026, 3:28 p.m.
Created at: March 30, 2026, 6 p.m.