Triple

T22741917
Position Surface form Disambiguated ID Type / Status
Subject Donggang Port E562435 entity
Predicate partOf P40 FINISHED
Object Taiwan transportation network
The Taiwan transportation network is an integrated system of roads, railways, ports, and airports that supports the island’s domestic mobility and international trade.
E1551997 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: Taiwan transportation network | Statement: [Donggang Port, partOf, Taiwan transportation network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taiwan transportation network
Context triple: [Donggang Port, partOf, Taiwan transportation network]
  • A. Taiwan Railways network
    The Taiwan Railways network is a nationwide rail system in Taiwan that provides intercity, regional, and commuter train services connecting major cities and towns around the island.
  • B. Taipei road network
    The Taipei road network is an extensive urban transportation system of highways, arterial roads, bridges, and streets that supports the dense traffic and connectivity needs of Taiwan’s capital city.
  • C. Taiwan provincial highway system
    The Taiwan provincial highway system is a network of major roads managed at the provincial level that connects cities, towns, and rural areas across Taiwan, complementing the national freeway system.
  • D. Taiwan national freeway system
    The Taiwan national freeway system is a nationwide network of high-speed expressways that forms the backbone of Taiwan’s road transportation infrastructure, connecting major cities and regions across the island.
  • E. Taipei bus network
    The Taipei bus network is an extensive public transportation system in Taipei that connects major districts, landmarks, and transit hubs through numerous bus routes.
  • 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: Taiwan transportation network
Triple: [Donggang Port, partOf, Taiwan transportation network]
Generated description
The Taiwan transportation network is an integrated system of roads, railways, ports, and airports that supports the island’s domestic mobility and international trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taiwan transportation network
Target entity description: The Taiwan transportation network is an integrated system of roads, railways, ports, and airports that supports the island’s domestic mobility and international trade.
  • A. Taiwan Railways network
    The Taiwan Railways network is a nationwide rail system in Taiwan that provides intercity, regional, and commuter train services connecting major cities and towns around the island.
  • B. Taipei road network
    The Taipei road network is an extensive urban transportation system of highways, arterial roads, bridges, and streets that supports the dense traffic and connectivity needs of Taiwan’s capital city.
  • C. Taiwan provincial highway system
    The Taiwan provincial highway system is a network of major roads managed at the provincial level that connects cities, towns, and rural areas across Taiwan, complementing the national freeway system.
  • D. Taiwan national freeway system
    The Taiwan national freeway system is a nationwide network of high-speed expressways that forms the backbone of Taiwan’s road transportation infrastructure, connecting major cities and regions across the island.
  • E. Taipei bus network
    The Taipei bus network is an extensive public transportation system in Taipei that connects major districts, landmarks, and transit hubs through numerous bus routes.
  • 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_69e245513a5c81908d5cb471b4fc429d completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1797400fc8190bec26726f434f787 completed April 29, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b8fd07e9481909ff8057024ea2d94 completed May 18, 2026, 10:16 p.m.
NEDg Description generation batch_6a0b92e5412c81909968a22571229283 completed May 18, 2026, 10:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0b93668f0c8190b86094e42fa89c1d completed May 18, 2026, 10:32 p.m.
Created at: April 17, 2026, 3:23 p.m.