Triple
T9806390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emerson, Manitoba |
E237963
|
entity |
| Predicate | provincialHighwayAccess |
P12245
|
FINISHED |
| Object |
Manitoba Highway 75
Manitoba Highway 75 is a major north–south route in Manitoba that connects Winnipeg to the U.S. border at Emerson, serving as a key trade and transportation corridor.
|
E824656
|
NE FINISHED |
How this triple was built (5 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: Manitoba Highway 75 | Statement: [Emerson, Manitoba, provincialHighwayAccess, Manitoba Highway 75]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manitoba Highway 75 Context triple: [Emerson, Manitoba, provincialHighwayAccess, Manitoba Highway 75]
-
A.
Manitoba Highway 59
Manitoba Highway 59 is a major north–south provincial highway in Manitoba, Canada, that connects the U.S. border to Winnipeg and continues on toward the eastern shores of Lake Winnipeg.
-
B.
Saskatchewan Highway 35
Saskatchewan Highway 35 is a major north–south provincial highway in Saskatchewan, Canada, running from the U.S. border through several rural communities and agricultural regions to its northern terminus near Tisdale.
-
C.
Alberta Highway 519
Alberta Highway 519 is a provincial roadway in southern Alberta, Canada, that serves as an important east–west connector through rural agricultural areas including the Municipal District of Willow Creek No. 26.
-
D.
Alberta Highway 23
Alberta Highway 23 is a provincial highway in southern Alberta, Canada, that serves as a regional connector route through several rural municipalities and farming communities.
-
E.
Alberta Highway 521
Alberta Highway 521 is a provincial roadway in southern Alberta, Canada, that serves as a regional connector route through rural areas including the Municipal District of Willow Creek No. 26.
- 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: Manitoba Highway 75 Triple: [Emerson, Manitoba, provincialHighwayAccess, Manitoba Highway 75]
Generated description
Manitoba Highway 75 is a major north–south route in Manitoba that connects Winnipeg to the U.S. border at Emerson, serving as a key trade and transportation corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manitoba Highway 75 Target entity description: Manitoba Highway 75 is a major north–south route in Manitoba that connects Winnipeg to the U.S. border at Emerson, serving as a key trade and transportation corridor.
-
A.
Manitoba Highway 59
Manitoba Highway 59 is a major north–south provincial highway in Manitoba, Canada, that connects the U.S. border to Winnipeg and continues on toward the eastern shores of Lake Winnipeg.
-
B.
Saskatchewan Highway 35
Saskatchewan Highway 35 is a major north–south provincial highway in Saskatchewan, Canada, running from the U.S. border through several rural communities and agricultural regions to its northern terminus near Tisdale.
-
C.
Alberta Highway 519
Alberta Highway 519 is a provincial roadway in southern Alberta, Canada, that serves as an important east–west connector through rural agricultural areas including the Municipal District of Willow Creek No. 26.
-
D.
Alberta Highway 23
Alberta Highway 23 is a provincial highway in southern Alberta, Canada, that serves as a regional connector route through several rural municipalities and farming communities.
-
E.
Alberta Highway 521
Alberta Highway 521 is a provincial roadway in southern Alberta, Canada, that serves as a regional connector route through rural areas including the Municipal District of Willow Creek No. 26.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: provincialHighwayAccess Context triple: [Emerson, Manitoba, provincialHighwayAccess, Manitoba Highway 75]
-
A.
roadAccessVia
Indicates that one location or area is reachable from another specifically by using a particular road or road segment.
-
B.
connectsToHighway
chosen
Indicates that one location, road, or route has a direct access point or linkage to a highway.
-
C.
roadAccessFrom
Indicates that one location can be reached from another via a usable road connection.
-
D.
roadJunctionIncludes
Indicates that a road junction spatially contains or encompasses a specific road segment or related roadway element as part of its structure.
-
E.
roadTerminusOf
Indicates that a road ends at, or has its terminal point at, the referenced location or route.
- F. None of above.
Provenance (6 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdab7cb9588190953a063cb7b9e29e |
completed | April 1, 2026, 11:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5aecdec81909fae349945406c6c |
completed | April 5, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69d1d6463fe481908e5d3f3fd22cffa4 |
completed | April 5, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d6dc0bd8819082a5ad417ca87a76 |
completed | April 5, 2026, 3:28 a.m. |
| PD | Predicate disambiguation | batch_69cd03dd2da881909052fbf29736a773 |
completed | April 1, 2026, 11:39 a.m. |
Created at: March 30, 2026, 8:29 p.m.