Triple
T5356680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 71 |
E102708
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Willmar, Minnesota
Willmar, Minnesota is a regional city in west-central Minnesota known as a commercial and transportation hub amid the state’s lake country.
|
E514212
|
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: Willmar, Minnesota | Statement: [U.S. Route 71, passesThrough, Willmar, Minnesota]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willmar, Minnesota Context triple: [U.S. Route 71, passesThrough, Willmar, Minnesota]
-
A.
Morris, Minnesota
Morris, Minnesota is a small city in west-central Minnesota known for hosting the University of Minnesota Morris and serving as a regional educational and agricultural hub.
-
B.
Owatonna, Minnesota
Owatonna, Minnesota is a small city in southern Minnesota best known as the hometown of electronic music project Owl City.
-
C.
Mankato, Minnesota
Mankato, Minnesota is a city in south-central Minnesota known historically as the site of the largest mass execution in U.S. history following the Dakota War of 1862.
-
D.
Hermantown, Minnesota
Hermantown, Minnesota is a suburban city near Duluth known for its mix of residential neighborhoods, commercial development, and proximity to major transportation routes in northeastern Minnesota.
-
E.
Waltham, Minnesota
Waltham, Minnesota is a small rural city located in Mower County in the southeastern part of the state.
- 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: Willmar, Minnesota Triple: [U.S. Route 71, passesThrough, Willmar, Minnesota]
Generated description
Willmar, Minnesota is a regional city in west-central Minnesota known as a commercial and transportation hub amid the state’s lake country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willmar, Minnesota Target entity description: Willmar, Minnesota is a regional city in west-central Minnesota known as a commercial and transportation hub amid the state’s lake country.
-
A.
Morris, Minnesota
Morris, Minnesota is a small city in west-central Minnesota known for hosting the University of Minnesota Morris and serving as a regional educational and agricultural hub.
-
B.
Owatonna, Minnesota
Owatonna, Minnesota is a small city in southern Minnesota best known as the hometown of electronic music project Owl City.
-
C.
Mankato, Minnesota
Mankato, Minnesota is a city in south-central Minnesota known historically as the site of the largest mass execution in U.S. history following the Dakota War of 1862.
-
D.
Hermantown, Minnesota
Hermantown, Minnesota is a suburban city near Duluth known for its mix of residential neighborhoods, commercial development, and proximity to major transportation routes in northeastern Minnesota.
-
E.
Waltham, Minnesota
Waltham, Minnesota is a small rural city located in Mower County in the southeastern part of the state.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd862f0ea48190bec78690ab3bee51 |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21e2b7b08190aca4c2855ff041de |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf228956d481909e9f3c11f4597cce |
completed | March 21, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf230b571481909f76ada72d94c8d8 |
completed | March 21, 2026, 11 p.m. |
Created at: March 20, 2026, 2:01 p.m.