Triple
T14219899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston County, Michigan |
E352460
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object | Hamburg Township, Michigan |
E703065
|
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: Hamburg Township, Michigan | Statement: [Livingston County, Michigan, hasTownship, Hamburg Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamburg Township, Michigan Context triple: [Livingston County, Michigan, hasTownship, Hamburg Township, Michigan]
-
A.
Hamburg Township, Michigan
chosen
Hamburg Township, Michigan is a largely residential community in Livingston County known for its numerous lakes, parks, and recreational access to the Huron River in southeastern Michigan.
-
B.
Humboldt Township, Michigan
Humboldt Township, Michigan is a small civil township located in Marquette County in Michigan's Upper Peninsula, known for its rural character and forested, lake-dotted landscape.
-
C.
Hartford Township, Michigan
Hartford Township, Michigan is a small civil township in Van Buren County in the southwestern part of the state, situated within the broader Kalamazoo-Portage metropolitan region.
-
D.
Houghton Township, Michigan
Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
-
E.
Homestead Township, Michigan
Homestead Township, Michigan is a rural civil township in Benzie County known for its small communities, natural landscapes, and proximity to outdoor recreation areas in northwestern Michigan.
- 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_69d8278a06e481908b5d6af0a8afe737 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6213801c8190a47705cd890b9ae7 |
completed | April 14, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d77e8dc8190b90f3505960e549e |
completed | May 8, 2026, 4:58 a.m. |
Created at: April 10, 2026, 1:06 a.m.