Triple

T10891231
Position Surface form Disambiguated ID Type / Status
Subject Perth County E257177 entity
Predicate hasTransportation P105 FINISHED
Object Highway 8
Highway 8 is a regional roadway in Ontario, Canada, that serves as a key transportation route through Perth County and connects several nearby communities.
E1380503 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 8 | Statement: [Perth County, hasTransportation, Highway 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 8
Context triple: [Perth County, hasTransportation, Highway 8]
  • A. 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.
  • B. 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.
  • C. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • D. Highway 5
    Highway 5 is a major north–south route in British Columbia, Canada, commonly known as the Coquihalla Highway, connecting the Lower Mainland with the province’s Interior.
  • E. Highway 28
    Highway 28 is a regional roadway in Nova Scotia, Canada, that serves as a transportation link for communities in and around Sydney on Cape Breton Island.
  • 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 8
Triple: [Perth County, hasTransportation, Highway 8]
Generated description
Highway 8 is a regional roadway in Ontario, Canada, that serves as a key transportation route through Perth County and connects several nearby communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 8
Target entity description: Highway 8 is a regional roadway in Ontario, Canada, that serves as a key transportation route through Perth County and connects several nearby communities.
  • A. 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.
  • B. 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.
  • C. Highway 5
    Highway 5 is a major north–south route in British Columbia, Canada, commonly known as the Coquihalla Highway, connecting the Lower Mainland with the province’s Interior.
  • D. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • E. Highway 28
    Highway 28 is a regional roadway in Nova Scotia, Canada, that serves as a transportation link for communities in and around Sydney on Cape Breton Island.
  • 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_6a074701a1108190a284c91e003b7222 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a074841d9488190a1281911560934c4 completed May 15, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_6a07491088a48190914abc69055cf807 completed May 15, 2026, 4:25 p.m.
Created at: April 8, 2026, 9:21 p.m.