Triple
T2687611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northstar commuter rail |
E57521
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Ramsey, Minnesota
Ramsey, Minnesota is a suburban city in Anoka County within the Minneapolis–Saint Paul metropolitan area.
|
E287557
|
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: Ramsey, Minnesota | Statement: [Northstar commuter rail, serves, Ramsey, Minnesota]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramsey, Minnesota Context triple: [Northstar commuter rail, serves, Ramsey, Minnesota]
-
A.
Bloomington, Minnesota
Bloomington, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for hosting major sports teams historically and for being home to the Mall of America.
-
B.
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.
-
C.
Richfield, Minnesota
Richfield, Minnesota is a first-ring suburban city just south of Minneapolis, known for its residential neighborhoods, proximity to major highways and the Minneapolis–Saint Paul International Airport, and home to the headquarters of Best Buy.
-
D.
Burnsville, Minnesota
Burnsville, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its residential communities, commercial centers, and proximity to major transportation routes.
-
E.
Roseville, Minnesota
Roseville, Minnesota is a suburban city north of St. Paul known for its major retail centers, residential neighborhoods, and convenient location within the Twin Cities metropolitan area.
- 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: Ramsey, Minnesota Triple: [Northstar commuter rail, serves, Ramsey, Minnesota]
Generated description
Ramsey, Minnesota is a suburban city in Anoka County within the Minneapolis–Saint Paul metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ramsey, Minnesota Target entity description: Ramsey, Minnesota is a suburban city in Anoka County within the Minneapolis–Saint Paul metropolitan area.
-
A.
Bloomington, Minnesota
Bloomington, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for hosting major sports teams historically and for being home to the Mall of America.
-
B.
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.
-
C.
Richfield, Minnesota
Richfield, Minnesota is a first-ring suburban city just south of Minneapolis, known for its residential neighborhoods, proximity to major highways and the Minneapolis–Saint Paul International Airport, and home to the headquarters of Best Buy.
-
D.
Burnsville, Minnesota
Burnsville, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its residential communities, commercial centers, and proximity to major transportation routes.
-
E.
Roseville, Minnesota
Roseville, Minnesota is a suburban city north of St. Paul known for its major retail centers, residential neighborhoods, and convenient location within the Twin Cities metropolitan area.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9f080108190ab662a3a064cb5a9 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0741bc48190adffe6cfae831e26 |
completed | March 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69afa13a81bc819091463e6589e72361 |
completed | March 10, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1ab8da8819090af3ed60b417040 |
completed | March 10, 2026, 4:44 a.m. |
Created at: March 6, 2026, 9:54 p.m.