Triple

T6077209
Position Surface form Disambiguated ID Type / Status
Subject Hualien, Taiwan E135429 entity
Predicate hasPort P35 FINISHED
Object Hualien Port
Hualien Port is a major commercial and tourist seaport on Taiwan’s eastern coast, serving as a key hub for maritime trade and cruise travel in the region.
 E565684 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 Port | Statement: [Hualien, Taiwan, hasPort, Hualien Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hualien Port
Context triple: [Hualien, Taiwan, hasPort, Hualien Port]
  • A. Port of Taipei
    The Port of Taipei is a major international seaport in northern Taiwan that serves as a key hub for container shipping and maritime trade.
  • B. Tien Sa Port
    Tien Sa Port is a major deep-water seaport in Da Nang, Vietnam, serving as a key hub for cargo shipping and cruise tourism in the central region.
  • C. Donggang Port
    Donggang Port is a major fishing and transportation harbor in southern Taiwan known for its seafood markets and access to nearby offshore islands.
  • D. Penghu Airport
    Penghu Airport is a regional airport in Taiwan serving the Penghu (Pescadores) archipelago with domestic flights and acting as its main air transportation hub.
  • E. Hengchun Airport
    Hengchun Airport is a small regional airport in southern Taiwan serving the Hengchun Peninsula and nearby tourist areas such as Kenting in Pingtung County.
  • 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 Port
Triple: [Hualien, Taiwan, hasPort, Hualien Port]
Generated description
Hualien Port is a major commercial and tourist seaport on Taiwan’s eastern coast, serving as a key hub for maritime trade and cruise travel in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hualien Port
Target entity description: Hualien Port is a major commercial and tourist seaport on Taiwan’s eastern coast, serving as a key hub for maritime trade and cruise travel in the region.
  • A. Port of Taipei
    The Port of Taipei is a major international seaport in northern Taiwan that serves as a key hub for container shipping and maritime trade.
  • B. Tien Sa Port
    Tien Sa Port is a major deep-water seaport in Da Nang, Vietnam, serving as a key hub for cargo shipping and cruise tourism in the central region.
  • C. Donggang Port
    Donggang Port is a major fishing and transportation harbor in southern Taiwan known for its seafood markets and access to nearby offshore islands.
  • D. Penghu Airport
    Penghu Airport is a regional airport in Taiwan serving the Penghu (Pescadores) archipelago with domestic flights and acting as its main air transportation hub.
  • E. Hengchun Airport
    Hengchun Airport is a small regional airport in southern Taiwan serving the Hengchun Peninsula and nearby tourist areas such as Kenting in Pingtung County.
  • 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_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.