Triple
T15427257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Itasca County, Minnesota |
E369542
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Bigfork, Minnesota
Bigfork, Minnesota is a small rural city in northern Minnesota known for its proximity to forests, lakes, and outdoor recreation opportunities.
|
E1156192
|
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: Bigfork, Minnesota | Statement: [Itasca County, Minnesota, hasCommunity, Bigfork, Minnesota]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bigfork, Minnesota Context triple: [Itasca County, Minnesota, hasCommunity, Bigfork, Minnesota]
-
A.
Littlefork, Minnesota
Littlefork, Minnesota is a small rural city in Koochiching County known for its location near the Little Fork River in northern Minnesota.
-
B.
Bigelow, Minnesota
Bigelow, Minnesota is a small rural city in southwestern Minnesota known for its agricultural surroundings and close-knit community.
-
C.
Finlayson, Minnesota
Finlayson, Minnesota is a small rural city in Pine County known for its location in east-central Minnesota and access to outdoor recreation areas.
-
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.
Big Falls, Minnesota
Big Falls, Minnesota is a small northern Minnesota city known for its proximity to scenic waterfalls and outdoor recreation in Koochiching County.
- 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: Bigfork, Minnesota Triple: [Itasca County, Minnesota, hasCommunity, Bigfork, Minnesota]
Generated description
Bigfork, Minnesota is a small rural city in northern Minnesota known for its proximity to forests, lakes, and outdoor recreation opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bigfork, Minnesota Target entity description: Bigfork, Minnesota is a small rural city in northern Minnesota known for its proximity to forests, lakes, and outdoor recreation opportunities.
-
A.
Littlefork, Minnesota
Littlefork, Minnesota is a small rural city in Koochiching County known for its location near the Little Fork River in northern Minnesota.
-
B.
Bigelow, Minnesota
Bigelow, Minnesota is a small rural city in southwestern Minnesota known for its agricultural surroundings and close-knit community.
-
C.
Finlayson, Minnesota
Finlayson, Minnesota is a small rural city in Pine County known for its location in east-central Minnesota and access to outdoor recreation areas.
-
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.
Big Falls, Minnesota
Big Falls, Minnesota is a small northern Minnesota city known for its proximity to scenic waterfalls and outdoor recreation in Koochiching County.
- 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ec31f4881908b26ff7c381d7bc9 |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff1a8099448190be71f7b649c7e545 |
completed | May 9, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_69ff1b5a328c81909aaa74c6f002875c |
completed | May 9, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff1bdb39b481908f0b1df595837bc4 |
completed | May 9, 2026, 11:34 a.m. |
Created at: April 10, 2026, 3:20 a.m.