Triple
T10891232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perth County |
E257177
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | Highway 23 |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 8, 2026, 9:21 p.m.