Triple
T19777292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DLH |
E475034
|
entity |
| Predicate | servesMetropolitanArea |
P82
|
FINISHED |
| Object | Duluth–Superior metropolitan area |
—
|
NE NERFINISHED |
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: Duluth–Superior metropolitan area | Statement: [DLH, servesMetropolitanArea, Duluth–Superior metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duluth–Superior metropolitan area Context triple: [DLH, servesMetropolitanArea, Duluth–Superior metropolitan area]
-
A.
Duluth–Superior combined statistical area
chosen
The Duluth–Superior combined statistical area is a U.S. multi-county region centered on the twin ports of Duluth, Minnesota, and Superior, Wisconsin, encompassing their broader economic and commuting area.
-
B.
Winona metropolitan area
The Winona metropolitan area is a small regional urban center in southeastern Minnesota and western Wisconsin, anchored by the city of Winona along the Mississippi River.
-
C.
Eau Claire–Chippewa Falls metropolitan area
The Eau Claire–Chippewa Falls metropolitan area is a regional urban and economic hub in western Wisconsin centered around the cities of Eau Claire and Chippewa Falls.
-
D.
Milwaukie metropolitan area
The Milwaukie metropolitan area is the urban and suburban region centered on Milwaukie, Oregon, encompassing the surrounding communities that form its local economic and cultural hub.
-
E.
Milwaukee metropolitan area
The Milwaukee metropolitan area is a major urban and economic region in southeastern Wisconsin centered on the city of Milwaukee and encompassing numerous surrounding suburbs and communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65360cca08190957c36b1a440542c |
completed | April 20, 2026, 4:25 p.m. |
Created at: April 10, 2026, 1:48 p.m.