Triple
T10519999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston County, Michigan |
E248139
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object | U.S. Route 23 |
E345020
|
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: U.S. Route 23 | Statement: [Livingston County, Michigan, hasMajorHighway, U.S. Route 23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 23 Context triple: [Livingston County, Michigan, hasMajorHighway, U.S. Route 23]
-
A.
U.S. Route 23
chosen
U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
-
B.
U.S. Route 24
U.S. Route 24 is a major east–west United States highway that stretches from Colorado through the Midwest to Michigan, connecting numerous cities and states across the central U.S.
-
C.
U.S. Route 25
U.S. Route 25 is a major north–south United States highway that runs from Brunswick, Georgia, to the Ohio–Michigan state line, connecting numerous cities across the southeastern and midwestern U.S.
-
D.
U.S. Route 21
U.S. Route 21 is a north–south United States highway that historically connected the Atlantic coast of South Carolina to the Appalachian region and beyond, serving as a key corridor through the Carolinas.
-
E.
U.S. Route 26
U.S. Route 26 is a major east–west U.S. Highway that runs from the Oregon Coast through the Portland metropolitan area and across several western states to Nebraska.
- 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_6a00a4fffa7c81909bcc833b44ddf66f |
completed | May 10, 2026, 3:32 p.m. |
Created at: April 6, 2026, 12:28 p.m.