Triple

T15665452
Position Surface form Disambiguated ID Type / Status
Subject Taiwan Railways Administration E377173 entity
Predicate ownsLine P69641 FINISHED
Object Liu-duan Line
The Liu-duan Line is a regional railway line in Taiwan that forms part of the conventional rail network operated by the Taiwan Railways Administration.
E1193631 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: Liu-duan Line | Statement: [Taiwan Railways Administration, ownsLine, Liu-duan Line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liu-duan Line
Context triple: [Taiwan Railways Administration, ownsLine, Liu-duan Line]
  • A. Yangluo Line
    The Yangluo Line is a rapid transit line within the Wuhan Metro system serving the Yangluo area and connecting it to the broader urban network.
  • B. Xijiao Line
    The Xijiao Line is a light rail transit line in Beijing that primarily serves the city’s western suburban areas, including university and technology districts.
  • C. Luzhou Line
    The Luzhou Line is a metro line in the Taipei Metro system in Taiwan, serving the Luzhou district and connecting it to central Taipei.
  • D. Yanfang Line
    Yanfang Line is a suburban rapid transit line of the Beijing Subway serving the southwestern outskirts of the city.
  • E. Baocheng Railway
    Baocheng Railway is a major rail line in China linking the city of Baoji in Shaanxi Province with Chengdu in Sichuan, traversing mountainous terrain and serving as an important north–south transport corridor.
  • 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: Liu-duan Line
Triple: [Taiwan Railways Administration, ownsLine, Liu-duan Line]
Generated description
The Liu-duan Line is a regional railway line in Taiwan that forms part of the conventional rail network operated by the Taiwan Railways Administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liu-duan Line
Target entity description: The Liu-duan Line is a regional railway line in Taiwan that forms part of the conventional rail network operated by the Taiwan Railways Administration.
  • A. Yangluo Line
    The Yangluo Line is a rapid transit line within the Wuhan Metro system serving the Yangluo area and connecting it to the broader urban network.
  • B. Xijiao Line
    The Xijiao Line is a light rail transit line in Beijing that primarily serves the city’s western suburban areas, including university and technology districts.
  • C. Luzhou Line
    The Luzhou Line is a metro line in the Taipei Metro system in Taiwan, serving the Luzhou district and connecting it to central Taipei.
  • D. Yanfang Line
    Yanfang Line is a suburban rapid transit line of the Beijing Subway serving the southwestern outskirts of the city.
  • E. Baocheng Railway
    Baocheng Railway is a major rail line in China linking the city of Baoji in Shaanxi Province with Chengdu in Sichuan, traversing mountainous terrain and serving as an important north–south transport corridor.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f0f4df08190ad2c5d78e435d8eb completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb7c2a6081908e957d39ec056062 completed May 10, 2026, 2:20 a.m.
NEDg Description generation batch_69ffec06b344819093f164f15f104717 completed May 10, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffec9fc93881909b80bbfe324ebc2c completed May 10, 2026, 2:25 a.m.
Created at: April 10, 2026, 4:16 a.m.