Triple
T6136255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boundary Waters Canoe Area Wilderness |
E136839
|
entity |
| Predicate | nearestCity |
P350
|
FINISHED |
| Object |
Grand Marais, Minnesota
Grand Marais, Minnesota is a small harbor town on Lake Superior’s North Shore known as a gateway to the Boundary Waters Canoe Area Wilderness and a hub for outdoor recreation and arts.
|
E570459
|
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: Grand Marais, Minnesota | Statement: [Boundary Waters Canoe Area Wilderness, nearestCity, Grand Marais, Minnesota]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Marais, Minnesota Context triple: [Boundary Waters Canoe Area Wilderness, nearestCity, Grand Marais, Minnesota]
-
A.
Grand Portage, Minnesota
Grand Portage, Minnesota is a small community in northeastern Minnesota known as a historic fur trade hub and gateway to the Grand Portage National Monument and the nearby Pigeon River on the U.S.–Canada border.
-
B.
Ostrander, Minnesota
Ostrander, Minnesota is a small rural city located in southeastern Minnesota within Fillmore County.
-
C.
Fountain, Minnesota
Fountain, Minnesota is a small city in southeastern Minnesota known as the "Sinkhole Capital of the United States" due to its karst topography and numerous sinkholes.
-
D.
East Grand Forks, Minnesota
East Grand Forks, Minnesota is a small city in northwestern Minnesota located across the Red River from Grand Forks, North Dakota, forming part of a bi-state metropolitan area.
-
E.
Bemidji
Bemidji is a small regional hub in northern Minnesota known for its lakes, outdoor recreation, and status as the "First City on the Mississippi."
- 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: Grand Marais, Minnesota Triple: [Boundary Waters Canoe Area Wilderness, nearestCity, Grand Marais, Minnesota]
Generated description
Grand Marais, Minnesota is a small harbor town on Lake Superior’s North Shore known as a gateway to the Boundary Waters Canoe Area Wilderness and a hub for outdoor recreation and arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Marais, Minnesota Target entity description: Grand Marais, Minnesota is a small harbor town on Lake Superior’s North Shore known as a gateway to the Boundary Waters Canoe Area Wilderness and a hub for outdoor recreation and arts.
-
A.
Grand Portage, Minnesota
Grand Portage, Minnesota is a small community in northeastern Minnesota known as a historic fur trade hub and gateway to the Grand Portage National Monument and the nearby Pigeon River on the U.S.–Canada border.
-
B.
Ostrander, Minnesota
Ostrander, Minnesota is a small rural city located in southeastern Minnesota within Fillmore County.
-
C.
Fountain, Minnesota
Fountain, Minnesota is a small city in southeastern Minnesota known as the "Sinkhole Capital of the United States" due to its karst topography and numerous sinkholes.
-
D.
East Grand Forks, Minnesota
East Grand Forks, Minnesota is a small city in northwestern Minnesota located across the Red River from Grand Forks, North Dakota, forming part of a bi-state metropolitan area.
-
E.
Bemidji
Bemidji is a small regional hub in northern Minnesota known for its lakes, outdoor recreation, and status as the "First City on the Mississippi."
- 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_69c008a179388190a3b5a081bbf46d55 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c8211d48190bc10675ba6707150 |
completed | March 22, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135e22b9481908e6023d1b0a5d0fd |
completed | March 23, 2026, 12:45 p.m. |
| NEDg | Description generation | batch_69c136545e788190a988f19d5d20c1a4 |
completed | March 23, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c136e1615c8190bcc33362b1182a2f |
completed | March 23, 2026, 12:49 p.m. |
Created at: March 22, 2026, 4:15 p.m.