Triple
T8260316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Forks County |
E193174
|
entity |
| Predicate | isPartOfMetropolitanArea |
P294
|
FINISHED |
| Object | Grand Forks, ND–MN Metropolitan Statistical Area |
E197993
|
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: Grand Forks, ND–MN Metropolitan Statistical Area | Statement: [Grand Forks County, isPartOfMetropolitanArea, Grand Forks, ND–MN Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Forks, ND–MN Metropolitan Statistical Area Context triple: [Grand Forks County, isPartOfMetropolitanArea, Grand Forks, ND–MN Metropolitan Statistical Area]
-
A.
Grand Forks metropolitan area
chosen
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.
-
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.
Grand Forks, North Dakota
Grand Forks, North Dakota is a city in the northeastern part of the state known for its Air Force base, regional university, and role as a strategic military and economic center in the Upper Midwest.
-
D.
Fargo, North Dakota
Fargo, North Dakota is the largest city in the state and a regional economic, cultural, and educational hub located along the Red River in the eastern part of North Dakota.
-
E.
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.
- 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_69ca82e081d48190986beaa51f498ab9 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb793479d08190bd0dd8740bebff95 |
completed | March 31, 2026, 7:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1cd748708190a353469043f3046a |
completed | April 2, 2026, 7:37 a.m. |
Created at: March 30, 2026, 5:49 p.m.