Triple
T11219953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saginaw–Midland–Bay City CSA |
E265532
|
entity |
| Predicate | isInterconnectedRegionOf |
P38421
|
FINISHED |
| Object | Saginaw, Michigan |
E48356
|
NE FINISHED |
How this triple was built (3 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: Saginaw, Michigan | Statement: [Saginaw–Midland–Bay City CSA, isInterconnectedRegionOf, Saginaw, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saginaw, Michigan Context triple: [Saginaw–Midland–Bay City CSA, isInterconnectedRegionOf, Saginaw, Michigan]
-
A.
Saginaw
Saginaw is a residential suburb located within the greater Dallas urban area.
-
B.
Saginaw
chosen
Saginaw is a city in central Michigan known for its industrial history, location along the Saginaw River, and role as a regional economic and cultural center.
-
C.
Hamilton, Michigan
Hamilton, Michigan is a small unincorporated community and census-designated place in Allegan County known for its rural character and agricultural surroundings.
-
D.
Augusta, Michigan
Augusta, Michigan is a small village in southwestern Michigan known for its rural character and proximity to the city of Kalamazoo.
-
E.
Hancock, Michigan
Hancock, Michigan is a small city in Michigan’s Upper Peninsula known for its rich copper-mining heritage, Finnish-American culture, and proximity to the Keweenaw Peninsula’s historic and natural attractions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isInterconnectedRegionOf Context triple: [Saginaw–Midland–Bay City CSA, isInterconnectedRegionOf, Saginaw, Michigan]
-
A.
isRegionOf
chosen
Indicates that one entity is a geographic or administrative region belonging to, contained within, or associated with another entity.
-
B.
isPortRegionOf
Indicates that a region functions as the port area associated with, or belonging to, a particular larger geographic or administrative entity.
-
C.
linkedToRegion
Indicates that one entity is associated or connected to a specific geographic or administrative region.
-
D.
isConnectedComponentOf
Indicates that one entity is a connected component that belongs to or forms part of another, larger structure or graph.
-
E.
isInSameRegionAs
Indicates that two entities are located within the same defined geographic or administrative region.
- F. None of above.
Provenance (4 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8eb84c48190b4f3bede254afde2 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002d92c9788190aa4523a1e47bc561 |
completed | May 10, 2026, 7:02 a.m. |
| PD | Predicate disambiguation | batch_69d75cfbbb188190861efd5d94fe27da |
completed | April 9, 2026, 8:02 a.m. |
Created at: April 8, 2026, 9:30 p.m.