Triple

T6077214
Position Surface form Disambiguated ID Type / Status
Subject Hualien, Taiwan E135429 entity
Predicate hasCulturalFeature P3114 FINISHED
Object Hualien cultural and creative industries
Hualien cultural and creative industries comprise a regional creative sector in eastern Taiwan that blends indigenous traditions, local arts, design, and tourism-oriented cultural production.
E557672 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: Hualien cultural and creative industries | Statement: [Hualien, Taiwan, hasCulturalFeature, Hualien cultural and creative industries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hualien cultural and creative industries
Context triple: [Hualien, Taiwan, hasCulturalFeature, Hualien cultural and creative industries]
  • A. Wei-Wu-Ying National Kaohsiung Center for the Arts
    Wei-Wu-Ying National Kaohsiung Center for the Arts is a major performing arts complex in Kaohsiung, Taiwan, known for its large-scale, organically flowing architecture and diverse cultural venues.
  • B. Hualien, Taiwan
    Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
  • C. Yingge District
    Yingge District is a suburban area of New Taipei City in northern Taiwan, best known as the island’s center of ceramics production and pottery culture.
  • D. Hualien County
    Hualien County is a largely mountainous and coastal county on Taiwan’s eastern shore, known for its dramatic Pacific coastline and the famous Taroko Gorge.
  • E. Ministry of Culture (Taiwan)
    The Ministry of Culture (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s cultural policies, including the promotion of arts, heritage preservation, and cultural industries.
  • 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: Hualien cultural and creative industries
Triple: [Hualien, Taiwan, hasCulturalFeature, Hualien cultural and creative industries]
Generated description
Hualien cultural and creative industries comprise a regional creative sector in eastern Taiwan that blends indigenous traditions, local arts, design, and tourism-oriented cultural production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hualien cultural and creative industries
Target entity description: Hualien cultural and creative industries comprise a regional creative sector in eastern Taiwan that blends indigenous traditions, local arts, design, and tourism-oriented cultural production.
  • A. Wei-Wu-Ying National Kaohsiung Center for the Arts
    Wei-Wu-Ying National Kaohsiung Center for the Arts is a major performing arts complex in Kaohsiung, Taiwan, known for its large-scale, organically flowing architecture and diverse cultural venues.
  • B. Hualien, Taiwan
    Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
  • C. Yingge District
    Yingge District is a suburban area of New Taipei City in northern Taiwan, best known as the island’s center of ceramics production and pottery culture.
  • D. Hualien County chosen
    Hualien County is a largely mountainous and coastal county on Taiwan’s eastern shore, known for its dramatic Pacific coastline and the famous Taroko Gorge.
  • E. Ministry of Culture (Taiwan)
    The Ministry of Culture (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s cultural policies, including the promotion of arts, heritage preservation, and cultural industries.
  • 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_69c0087ad31c8190ab936e0ff28614b6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0576ef2c88190b0ec62e9f041d176 completed March 22, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d43f7908190845c2337cd243a3c completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11db0b62c81908584215a5092a7a8 completed March 23, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69c11e4685d08190ac97e2356e64527e completed March 23, 2026, 11:04 a.m.
Created at: March 22, 2026, 4:11 p.m.