Triple
T14219907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston County, Michigan |
E352460
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object | Iosco Township, Michigan |
E868549
|
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: Iosco Township, Michigan | Statement: [Livingston County, Michigan, hasTownship, Iosco Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iosco Township, Michigan Context triple: [Livingston County, Michigan, hasTownship, Iosco Township, Michigan]
-
A.
Iosco Township, Michigan
chosen
Iosco Township, Michigan is a rural civil township located in Livingston County known for its agricultural landscape and small-community character.
-
B.
Osceola Township, Michigan
Osceola Township, Michigan is a rural township in Osceola County known for its natural landscapes and recreational opportunities along the Muskegon River.
-
C.
Oshtemo Township, Michigan
Oshtemo Township, Michigan is a suburban community in Kalamazoo County known for its residential neighborhoods, commercial development, and proximity to the city of Kalamazoo.
-
D.
Scio Township, Michigan
Scio Township, Michigan is a charter township in Washtenaw County known as a suburban community just west of Ann Arbor.
-
E.
Oceola Township, Michigan
Oceola Township, Michigan is a civil township in Livingston County known for its suburban-rural character and proximity to the city of Howell.
- 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_69fd28121a288190975d5852f9a503d4 |
completed | May 8, 2026, 12:02 a.m. |
Created at: April 10, 2026, 1:06 a.m.