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.