Triple
T13090420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Torch Lake Township, Michigan |
E310446
|
entity |
| Predicate | hasNearbySettlement |
P4647
|
FINISHED |
| Object |
Hubbell, Michigan
Hubbell, Michigan is a small unincorporated community in Houghton County on Michigan’s Keweenaw Peninsula, historically known for its copper mining heritage along the shores of Torch Lake.
|
E1352121
|
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: Hubbell, Michigan | Statement: [Torch Lake Township, Michigan, hasNearbySettlement, Hubbell, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hubbell, Michigan Context triple: [Torch Lake Township, Michigan, hasNearbySettlement, Hubbell, Michigan]
-
A.
Hubbel, Michigan
Hubbel, Michigan is a small unincorporated community in Houghton County on Michigan’s Keweenaw Peninsula, historically tied to copper mining along the Lake Superior shoreline.
-
B.
Hubbardston, Michigan
Hubbardston, Michigan is a small rural village in central Michigan known for its close-knit community and historic charm.
-
C.
Elberta, Michigan
Elberta, Michigan is a small village on Lake Michigan in Benzie County known historically as a Great Lakes port and rail terminus.
-
D.
Buckley, Michigan
Buckley, Michigan is a small village located in northern Michigan that serves as a rural community within Wexford County.
-
E.
Hopkins, Michigan
Hopkins, Michigan is a small rural village located in Allegan County in the southwestern part of the state.
- 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: Hubbell, Michigan Triple: [Torch Lake Township, Michigan, hasNearbySettlement, Hubbell, Michigan]
Generated description
Hubbell, Michigan is a small unincorporated community in Houghton County on Michigan’s Keweenaw Peninsula, historically known for its copper mining heritage along the shores of Torch Lake.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hubbell, Michigan Target entity description: Hubbell, Michigan is a small unincorporated community in Houghton County on Michigan’s Keweenaw Peninsula, historically known for its copper mining heritage along the shores of Torch Lake.
-
A.
Hubbel, Michigan
chosen
Hubbel, Michigan is a small unincorporated community in Houghton County on Michigan’s Keweenaw Peninsula, historically tied to copper mining along the Lake Superior shoreline.
-
B.
Hubbardston, Michigan
Hubbardston, Michigan is a small rural village in central Michigan known for its close-knit community and historic charm.
-
C.
Elberta, Michigan
Elberta, Michigan is a small village on Lake Michigan in Benzie County known historically as a Great Lakes port and rail terminus.
-
D.
Buckley, Michigan
Buckley, Michigan is a small village located in northern Michigan that serves as a rural community within Wexford County.
-
E.
Hopkins, Michigan
Hopkins, Michigan is a small rural village located in Allegan County in the southwestern part of the state.
- F. None of above.
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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d98138a1d481908a139f2f67eb3472 |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965c74be4819092c3bdbc2ac36aff |
completed | May 17, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_6a0966a973c88190a80dea4cac560614 |
completed | May 17, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09671c01a08190a9034fdb91119c3f |
completed | May 17, 2026, 6:58 a.m. |
Created at: April 9, 2026, 9:03 p.m.