Triple
T12967938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chelsea, Michigan |
E321314
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object | Michigan State Highway 52 |
E935664
|
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: Michigan State Highway 52 | Statement: [Chelsea, Michigan, hasTransportationAccess, Michigan State Highway 52]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway 52 Context triple: [Chelsea, Michigan, hasTransportationAccess, Michigan State Highway 52]
-
A.
Michigan State Highway 52
chosen
Michigan State Highway 52 is a north–south state trunkline highway in Michigan that runs through several communities in the southern part of the state, including Saline.
-
B.
Michigan State Highway 55
Michigan State Highway 55 is an east–west state trunkline highway in Michigan’s Lower Peninsula that connects several communities, including passing through Cadillac.
-
C.
Michigan State Highway 50
Michigan State Highway 50 is a state trunkline highway in southern Michigan that serves as an important east–west route connecting communities in and around Jackson.
-
D.
Michigan State Highway 35
Michigan State Highway 35 is a former state trunkline route in Michigan’s Upper Peninsula that once ran along the western shore of Green Bay, connecting communities such as Menominee and Escanaba.
-
E.
Michigan State Highway 40
Michigan State Highway 40 is a state trunkline route in Michigan that serves as a regional connector in the western part of the state, linking communities and facilitating access to larger highways and local destinations.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e3f702481908f0f90f4f12d3f4d |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbc0b8188190a6a40bb4edf53e25 |
completed | May 3, 2026, 4:14 a.m. |
Created at: April 9, 2026, 8:31 p.m.