Triple

T6913415
Position Surface form Disambiguated ID Type / Status
Subject Taoyuan City E159989 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object National Freeway 2
National Freeway 2 is a major Taiwanese expressway that connects Taoyuan International Airport with key urban and freeway networks in northern Taiwan.
E628412 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: National Freeway 2 | Statement: [Taoyuan City, hasTransportInfrastructure, National Freeway 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Freeway 2
Context triple: [Taoyuan City, hasTransportInfrastructure, National Freeway 2]
  • A. National Freeway 3
    National Freeway 3 is a major north–south expressway in Taiwan that runs along the western part of the island, serving as an important alternative to National Freeway 1 and connecting multiple key cities and regions.
  • B. National Freeway 1
    National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
  • C. National Freeway 5
    National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
  • D. H-2 Interstate Highway
    H-2 Interstate Highway is a major freeway on the island of Oʻahu in Hawaii that connects the H-1 freeway near Pearl City to the central plateau area, serving military installations such as Schofield Barracks.
  • E. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • 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: National Freeway 2
Triple: [Taoyuan City, hasTransportInfrastructure, National Freeway 2]
Generated description
National Freeway 2 is a major Taiwanese expressway that connects Taoyuan International Airport with key urban and freeway networks in northern Taiwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Freeway 2
Target entity description: National Freeway 2 is a major Taiwanese expressway that connects Taoyuan International Airport with key urban and freeway networks in northern Taiwan.
  • A. National Freeway 3
    National Freeway 3 is a major north–south expressway in Taiwan that runs along the western part of the island, serving as an important alternative to National Freeway 1 and connecting multiple key cities and regions.
  • B. National Freeway 1
    National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
  • C. National Freeway 5
    National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
  • D. H-2 Interstate Highway
    H-2 Interstate Highway is a major freeway on the island of Oʻahu in Hawaii that connects the H-1 freeway near Pearl City to the central plateau area, serving military installations such as Schofield Barracks.
  • E. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • 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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9dbca6c819091d8b65e54ada5d9 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75127b71c8190ac958a178795dcf7 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751ebf4f48190bb206dd9c1d8bc7b completed March 28, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c75264e65081908859551feaf1006c completed March 28, 2026, 4 a.m.
Created at: March 27, 2026, 2:25 p.m.