Triple
T20550229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bemidji |
E504577
|
entity |
| Predicate | isRegionalHubFor |
P9422
|
FINISHED |
| Object |
north-central Minnesota
North-central Minnesota is a largely rural region of the state known for its forests, lakes, and outdoor recreation, with Bemidji serving as a key service and economic center.
|
E1438987
|
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: north-central Minnesota | Statement: [Bemidji, isRegionalHubFor, north-central Minnesota]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: north-central Minnesota Context triple: [Bemidji, isRegionalHubFor, north-central Minnesota]
-
A.
northwestern Minnesota
Northwestern Minnesota is a region of the U.S. state of Minnesota characterized by its Red River Valley farmland, prairie landscapes, and small cities such as Moorhead.
-
B.
south-central Minnesota
South-central Minnesota is a region of the U.S. state of Minnesota characterized by its agricultural landscape, small cities, and location between the Twin Cities metropolitan area and the Iowa border.
-
C.
central Minnesota
Central Minnesota is a region in the middle of the state known for its mix of lakes, forests, and small cities, serving as a recreational and economic hub between the Twin Cities and northern Minnesota.
-
D.
east-central Minnesota
East-central Minnesota is a region of the U.S. state of Minnesota characterized by a mix of suburban communities, small towns, forests, and lakes located between the Twin Cities metropolitan area and the central part of the state.
-
E.
West Central Minnesota
West Central Minnesota is a predominantly rural region of Minnesota characterized by its agricultural economy, small towns, and prairie landscapes.
- 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: north-central Minnesota Triple: [Bemidji, isRegionalHubFor, north-central Minnesota]
Generated description
North-central Minnesota is a largely rural region of the state known for its forests, lakes, and outdoor recreation, with Bemidji serving as a key service and economic center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: north-central Minnesota Target entity description: North-central Minnesota is a largely rural region of the state known for its forests, lakes, and outdoor recreation, with Bemidji serving as a key service and economic center.
-
A.
northwestern Minnesota
Northwestern Minnesota is a region of the U.S. state of Minnesota characterized by its Red River Valley farmland, prairie landscapes, and small cities such as Moorhead.
-
B.
south-central Minnesota
South-central Minnesota is a region of the U.S. state of Minnesota characterized by its agricultural landscape, small cities, and location between the Twin Cities metropolitan area and the Iowa border.
-
C.
central Minnesota
Central Minnesota is a region in the middle of the state known for its mix of lakes, forests, and small cities, serving as a recreational and economic hub between the Twin Cities and northern Minnesota.
-
D.
east-central Minnesota
East-central Minnesota is a region of the U.S. state of Minnesota characterized by a mix of suburban communities, small towns, forests, and lakes located between the Twin Cities metropolitan area and the central part of the state.
-
E.
West Central Minnesota
West Central Minnesota is a predominantly rural region of Minnesota characterized by its agricultural economy, small towns, and prairie landscapes.
- 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_69e0b4b52c048190952b4d0f430813a3 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a5d739bc8190b2bf60f82d2ade0c |
completed | April 20, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08acd72fc88190af5bc208ff8f0e0d |
completed | May 16, 2026, 5:43 p.m. |
| NEDg | Description generation | batch_6a08ae5320d08190b8ce6fbe4909af18 |
completed | May 16, 2026, 5:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08aed4a9908190bf7bd5f0147ff6f2 |
completed | May 16, 2026, 5:52 p.m. |
Created at: April 16, 2026, 11:38 a.m.