Triple
T10520000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston County, Michigan |
E248139
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object | M-59 (Michigan highway) |
E265261
|
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: M-59 (Michigan highway) | Statement: [Livingston County, Michigan, hasMajorHighway, M-59 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-59 (Michigan highway) Context triple: [Livingston County, Michigan, hasMajorHighway, M-59 (Michigan highway)]
-
A.
M-59 (Michigan highway)
chosen
M-59 is a major east–west state trunkline highway in Michigan that serves as a key transportation corridor through the northern suburbs of the Detroit metropolitan area.
-
B.
M-50 (Michigan highway)
M-50 is a state trunkline highway in Michigan that runs generally east–west across the southern part of the Lower Peninsula, connecting several communities and serving as a regional transportation route.
-
C.
M-95 (Michigan highway)
M-95 is a north–south state trunkline highway in Michigan’s Upper Peninsula that connects the Republic area with other regional communities and major routes.
-
D.
M-96 (Michigan highway)
M-96 is a state trunkline highway in Michigan that runs through southwestern parts of the state, including Kalamazoo County, serving as a regional connector route.
-
E.
M-25 (Michigan highway)
M-25 is a state trunkline highway in Michigan that follows the shoreline of Lake Huron and Saginaw Bay, connecting several communities in the state's Thumb region.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509de0b3081909bec337aa8ff193e |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90e063e948190b2f7cbae05d9ea61 |
completed | April 10, 2026, 2:49 p.m. |
Created at: April 6, 2026, 12:28 p.m.