Triple

T15664998
Position Surface form Disambiguated ID Type / Status
Subject National Freeway 3 E377163 entity
Predicate hasInterchangeWith P1018 FINISHED
Object National Freeway 10
National Freeway 10 is a major east–west expressway in southern Taiwan that connects the coastal city of Kaohsiung with inland areas and links to the national freeway network.
 E1182177 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 10 | Statement: [National Freeway 3, hasInterchangeWith, National Freeway 10]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Freeway 10
Context triple: [National Freeway 3, hasInterchangeWith, National Freeway 10]
  • A. 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.
  • B. 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.
  • C. National Freeway 8
    National Freeway 8 is a major east–west expressway in Taiwan that connects coastal areas with inland regions and links to other key freeways in the national highway network.
  • D. 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.
  • E. National Freeway 4
    National Freeway 4 is a major east–west expressway in Taiwan that connects Taichung and surrounding areas to the national freeway network.
  • 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 10
Triple: [National Freeway 3, hasInterchangeWith, National Freeway 10]
Generated description
National Freeway 10 is a major east–west expressway in southern Taiwan that connects the coastal city of Kaohsiung with inland areas and links to the national freeway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Freeway 10
Target entity description: National Freeway 10 is a major east–west expressway in southern Taiwan that connects the coastal city of Kaohsiung with inland areas and links to the national freeway network.
  • A. 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.
  • B. 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.
  • C. National Freeway 8
    National Freeway 8 is a major east–west expressway in Taiwan that connects coastal areas with inland regions and links to other key freeways in the national highway network.
  • D. 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.
  • E. National Freeway 4
    National Freeway 4 is a major east–west expressway in Taiwan that connects Taichung and surrounding areas to the national freeway network.
  • 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_69ffa9321f308190b8101162ed671e5e completed May 9, 2026, 9:37 p.m.
NEDg Description generation batch_69ffad5034008190b055f69f3f3088fb completed May 9, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69ffada0567881908f1699e9d620c2dd completed May 9, 2026, 9:56 p.m.
Created at: April 10, 2026, 4:16 a.m.