Triple

T10891232
Position Surface form Disambiguated ID Type / Status
Subject Perth County E257177 entity
Predicate hasTransportation P105 FINISHED
Object Highway 23
Highway 23 is a regional roadway in Ontario, Canada, that serves as a key transportation route through Perth County and surrounding areas.
E1381686 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 23 | Statement: [Perth County, hasTransportation, Highway 23]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 23
Context triple: [Perth County, hasTransportation, Highway 23]
  • A. Highway 27
    Highway 27 is a major north–south arterial route in Ontario that serves communities such as Woodbridge and connects to key regional highways.
  • B. 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.
  • C. Highway 26
    Highway 26 is a provincial highway in Ontario, Canada, that runs along the southern shore of Georgian Bay and connects communities such as Barrie, Collingwood, and Wasaga Beach.
  • D. US Highway 23
    US Highway 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor through the eastern U.S.
  • E. Highway 307
    Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
  • 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 23
Triple: [Perth County, hasTransportation, Highway 23]
Generated description
Highway 23 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 23
Target entity description: Highway 23 is a regional roadway in Ontario, Canada, that serves as a key transportation route through Perth County and surrounding areas.
  • A. Highway 27
    Highway 27 is a major north–south arterial route in Ontario that serves communities such as Woodbridge and connects to key regional highways.
  • B. 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.
  • C. Highway 26
    Highway 26 is a provincial highway in Ontario, Canada, that runs along the southern shore of Georgian Bay and connects communities such as Barrie, Collingwood, and Wasaga Beach.
  • D. US Highway 23
    US Highway 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor through the eastern U.S.
  • E. Highway 307
    Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
  • 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_6a074e5e9fb88190aab63e3d3318b63b completed May 15, 2026, 4:48 p.m.
NEDg Description generation batch_6a074f4f3c008190b6483a994b2309cd completed May 15, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_6a075019f0b48190ae2469b1979e6cce completed May 15, 2026, 4:55 p.m.
Created at: April 8, 2026, 9:21 p.m.