Triple

T15664997
Position Surface form Disambiguated ID Type / Status
Subject National Freeway 3 E377163 entity
Predicate hasInterchangeWith P1018 FINISHED
Object 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.
 E1180685 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 8 | Statement: [National Freeway 3, hasInterchangeWith, National Freeway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Freeway 8
Context triple: [National Freeway 3, hasInterchangeWith, National Freeway 8]
  • A. 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.
  • 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 1
    National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
  • D. 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.
  • E. 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.
  • 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 8
Triple: [National Freeway 3, hasInterchangeWith, National Freeway 8]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Freeway 8
Target entity description: 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.
  • A. 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.
  • 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 1
    National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
  • D. 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.
  • E. 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.
  • 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_69ffa124e7d48190ac25e9541dea0122 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa1a919b481909c0007411535588b completed May 9, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69ffa4212ca88190973d68dfbd8e103a completed May 9, 2026, 9:16 p.m.
Created at: April 10, 2026, 4:16 a.m.