Triple

T10891233
Position Surface form Disambiguated ID Type / Status
Subject Perth County E257177 entity
Predicate hasTransportation P105 FINISHED
Object Highway 19
Highway 19 is a regional roadway in Ontario, Canada, that serves as a key transportation route through Perth County and surrounding areas.
E1383832 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: Highway 19 | Statement: [Perth County, hasTransportation, Highway 19]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 19
Context triple: [Perth County, hasTransportation, Highway 19]
  • A. Highway 17
    Highway 17 is a major Canadian highway forming part of the Trans-Canada Highway, running across northern Ontario and serving as a key route through communities such as Sault Ste. Marie.
  • B. Highway 11
    Highway 11 is a major Thai highway that serves as a key inland route connecting Chiang Mai with other provinces in northern and central Thailand.
  • C. Highway 11
    Highway 11 is a major provincial highway in Ontario, Canada, that runs north–south and serves as a key transportation route connecting numerous communities across the province.
  • D. Highway 9
    Highway 9 is a provincial roadway in Ontario, Canada, that serves as an important east–west connector across the Greater Toronto Area’s northern fringe.
  • E. Highway 9
    Highway 9 is a major provincial roadway in Saskatchewan, Canada, that serves as a key transportation route through the city of Yorkton and surrounding regions.
  • 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: Highway 19
Triple: [Perth County, hasTransportation, Highway 19]
Generated description
Highway 19 is a regional roadway in Ontario, Canada, that serves as a key transportation route through Perth County and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 19
Target entity description: Highway 19 is a regional roadway in Ontario, Canada, that serves as a key transportation route through Perth County and surrounding areas.
  • A. Highway 17
    Highway 17 is a major Canadian highway forming part of the Trans-Canada Highway, running across northern Ontario and serving as a key route through communities such as Sault Ste. Marie.
  • B. Highway 11
    Highway 11 is a major Thai highway that serves as a key inland route connecting Chiang Mai with other provinces in northern and central Thailand.
  • C. Highway 11
    Highway 11 is a major provincial highway in Ontario, Canada, that runs north–south and serves as a key transportation route connecting numerous communities across the province.
  • D. Highway 9
    Highway 9 is a provincial roadway in Ontario, Canada, that serves as an important east–west connector across the Greater Toronto Area’s northern fringe.
  • E. Highway 9
    Highway 9 is a major provincial roadway in Saskatchewan, Canada, that serves as a key transportation route through the city of Yorkton and surrounding regions.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7520550c4819081296546c8f534f1 completed April 9, 2026, 7:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0757617d188190bca3b093b6230405 completed May 15, 2026, 5:26 p.m.
NEDg Description generation batch_6a07583fc26481908bd2f00c19f3b4cd completed May 15, 2026, 5:30 p.m.
NED2 Entity disambiguation (via description) batch_6a07594a23ac81908807df4605555d3f completed May 15, 2026, 5:35 p.m.
Created at: April 8, 2026, 9:21 p.m.