Triple
T19112331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tallmadge Charter Township, Michigan |
E467817
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object | City of Walker, Michigan |
—
|
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: City of Walker, Michigan | Statement: [Tallmadge Charter Township, Michigan, adjacentTo, City of Walker, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Walker, Michigan Context triple: [Tallmadge Charter Township, Michigan, adjacentTo, City of Walker, Michigan]
-
A.
Walker, Michigan
chosen
Walker, Michigan is a suburban city located just northwest of Grand Rapids in Kent County, known for its mix of residential neighborhoods, commercial areas, and light industry.
-
B.
Garden City, Michigan
Garden City, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods and small-town character.
-
C.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
-
D.
Rockwood, Michigan
Rockwood, Michigan is a small city located in southeastern Michigan along the Detroit River, within the Downriver area of the Detroit metropolitan region.
-
E.
Waverly, Michigan
Waverly, Michigan is an unincorporated community and census-designated place in the Lansing metropolitan area known primarily as a residential suburb with local schools and commercial centers.
- 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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e39553708190b64e24e1d190833e |
completed | April 20, 2026, 8:28 a.m. |
Created at: April 10, 2026, 12:05 p.m.