Triple
T1185084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chilton County, Alabama |
E25226
|
entity |
| Predicate | hasU.S.Highway |
P385
|
FINISHED |
| Object | U.S. Route 31 |
E269410
|
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 31 | Statement: [Chilton County, Alabama, hasU.S.Highway, U.S. Route 31]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 31 Context triple: [Chilton County, Alabama, hasU.S.Highway, U.S. Route 31]
-
A.
U.S. Route 31
chosen
U.S. Route 31 is a major north–south United States highway running through several Midwestern and Southern states, connecting communities along the eastern shore of Lake Michigan down to the Gulf Coast.
-
B.
U.S. Route 311
U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
-
C.
U.S. Route 31W
U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
-
D.
U.S. Route 31E
U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
-
E.
U.S. Route 27
U.S. Route 27 is a major north–south United States highway that runs from Florida to Michigan, passing through several southeastern and midwestern states.
- 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_69a49427d98881908646d6c63b8cea1e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd39245881908766c41943dc2752 |
completed | March 1, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9161f95a08190b68772a507936046 |
completed | March 29, 2026, 12:07 p.m. |
Created at: March 1, 2026, 7:45 p.m.