Triple
T7319123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lino Lakes, Minnesota |
E168491
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Twin Cities metropolitan area |
E4402
|
NE FINISHED |
How this triple was built (2 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: Twin Cities metropolitan area | Statement: [Lino Lakes, Minnesota, locatedIn, Twin Cities metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twin Cities metropolitan area Context triple: [Lino Lakes, Minnesota, locatedIn, Twin Cities metropolitan area]
-
A.
Seven-county Twin Cities region
The Seven-county Twin Cities region is the core metropolitan area of Minneapolis–Saint Paul in Minnesota, encompassing the primary urban and suburban counties that form the state’s largest population and economic center.
-
B.
Fargo–Moorhead metropolitan area
The Fargo–Moorhead metropolitan area is a bi-state urban region centered on the neighboring cities of Fargo, North Dakota, and Moorhead, Minnesota, serving as a major economic, educational, and cultural hub for the Red River Valley.
-
C.
Minneapolis–Saint Paul
chosen
Minneapolis–Saint Paul is a major metropolitan area in Minnesota known for its twin cities, cultural institutions, and economic significance in the Upper Midwest.
-
D.
Bismarck–Mandan metropolitan area
The Bismarck–Mandan metropolitan area is a regional urban center in central North Dakota anchored by the neighboring cities of Bismarck and Mandan, serving as a hub for government, healthcare, and commerce.
-
E.
Grand Forks metropolitan area
The Grand Forks metropolitan area is a small cross-border metro region centered on the city of Grand Forks in northeastern North Dakota and extending into northwestern Minnesota.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68a5251508190ad68df4151cfeb04 |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6ef18b7bc81908a9ee405d684f304 |
completed | March 27, 2026, 8:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802ac12a8819098d855e250e00274 |
completed | March 28, 2026, 4:32 p.m. |
Created at: March 27, 2026, 3:02 p.m.