Triple
T20234794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manitoba provincial highway network |
E495620
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Steinbach, Manitoba
Steinbach, Manitoba is a rapidly growing city in southeastern Manitoba known as a regional commercial hub with strong Mennonite heritage and a significant automotive and agricultural economy.
|
E1421435
|
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: Steinbach, Manitoba | Statement: [Manitoba provincial highway network, serves, Steinbach, Manitoba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steinbach, Manitoba Context triple: [Manitoba provincial highway network, serves, Steinbach, Manitoba]
-
A.
St. Laurent, Manitoba
St. Laurent, Manitoba is a small rural community in the Interlake region of Manitoba known for its strong Métis heritage and location along the eastern shore of Lake Manitoba.
-
B.
Brandon, Manitoba
Brandon, Manitoba is the second-largest city in the province of Manitoba, serving as a regional hub for agriculture, education, and commerce in western Manitoba.
-
C.
Churchill, Manitoba
Churchill, Manitoba is a remote northern Canadian town on the shores of Hudson Bay, best known as one of the world’s premier destinations for viewing polar bears and beluga whales.
-
D.
Sprague, Manitoba
Sprague, Manitoba is a small community in southeastern Manitoba, Canada, near the U.S. border and serving as a gateway between Manitoba and Minnesota.
-
E.
Shilo, Manitoba
Shilo, Manitoba is a small Canadian military community in southwestern Manitoba best known as a major base for the Royal Canadian Artillery.
- 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: Steinbach, Manitoba Triple: [Manitoba provincial highway network, serves, Steinbach, Manitoba]
Generated description
Steinbach, Manitoba is a rapidly growing city in southeastern Manitoba known as a regional commercial hub with strong Mennonite heritage and a significant automotive and agricultural economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steinbach, Manitoba Target entity description: Steinbach, Manitoba is a rapidly growing city in southeastern Manitoba known as a regional commercial hub with strong Mennonite heritage and a significant automotive and agricultural economy.
-
A.
St. Laurent, Manitoba
St. Laurent, Manitoba is a small rural community in the Interlake region of Manitoba known for its strong Métis heritage and location along the eastern shore of Lake Manitoba.
-
B.
Brandon, Manitoba
Brandon, Manitoba is the second-largest city in the province of Manitoba, serving as a regional hub for agriculture, education, and commerce in western Manitoba.
-
C.
Churchill, Manitoba
Churchill, Manitoba is a remote northern Canadian town on the shores of Hudson Bay, best known as one of the world’s premier destinations for viewing polar bears and beluga whales.
-
D.
Sprague, Manitoba
Sprague, Manitoba is a small community in southeastern Manitoba, Canada, near the U.S. border and serving as a gateway between Manitoba and Minnesota.
-
E.
Shilo, Manitoba
Shilo, Manitoba is a small Canadian military community in southwestern Manitoba best known as a major base for the Royal Canadian Artillery.
- 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_69da626cff80819097b530718a7c98b6 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e67167fae88190a26ff10d698174f8 |
completed | April 20, 2026, 6:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a085a15b7848190b55a1e8b52503690 |
completed | May 16, 2026, 11:50 a.m. |
| NEDg | Description generation | batch_6a085a6a94e88190a3f2f2cf89013d44 |
completed | May 16, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085aca03748190b3d0544ebda3b8a7 |
completed | May 16, 2026, 11:53 a.m. |
Created at: April 11, 2026, 11:40 p.m.