Triple
T2665371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rochester Hills |
E55621
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object | Shelby Township, Michigan |
E312782
|
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: Shelby Township, Michigan | Statement: [Rochester Hills, adjacentTo, Shelby Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shelby Township, Michigan Context triple: [Rochester Hills, adjacentTo, Shelby Township, Michigan]
-
A.
Shelby Township, Michigan
chosen
Shelby Township, Michigan is a large suburban community in southeastern Michigan known for its residential neighborhoods, parks, and proximity to the Detroit metropolitan area.
-
B.
Sterling Heights, Michigan
Sterling Heights, Michigan is a large suburban city in Macomb County, part of the Detroit metropolitan area, known for its residential communities and diverse population.
-
C.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
D.
Auburn Hills, Michigan
Auburn Hills, Michigan is a suburban city in the Detroit metropolitan area best known as a major automotive hub and the longtime home of Chrysler’s corporate headquarters.
-
E.
Madison Heights, Michigan
Madison Heights, Michigan is a suburban city in Oakland County within the Detroit metropolitan area, known for its residential neighborhoods, commercial corridors, and proximity to major regional highways.
- 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96ed2748190a4feae98199b459d |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b324c5ed1c8190a7b42abe24785654 |
completed | March 12, 2026, 8:40 p.m. |
Created at: March 6, 2026, 9:54 p.m.