Triple
T473076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walton County, Florida |
E9000
|
entity |
| Predicate | servedByHighway |
P385
|
FINISHED |
| Object | U.S. Route 98 |
E152508
|
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 98 | Statement: [Walton County, Florida, servedByHighway, U.S. Route 98]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 98 Context triple: [Walton County, Florida, servedByHighway, U.S. Route 98]
-
A.
U.S. Route 98
chosen
U.S. Route 98 is a major east–west U.S. Highway running along the Gulf Coast through multiple southern states, including a long stretch across the Florida Panhandle.
-
B.
U.S. Route 90
U.S. Route 90 is a major east–west United States highway running across the southern part of the country, primarily through Gulf Coast states.
-
C.
U.S. Route 92
U.S. Route 92 is a major east–west U.S. highway in Florida that connects Tampa Bay to Daytona Beach, passing through several key Central Florida cities.
-
D.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
E.
U.S. Route 19
U.S. Route 19 is a major north–south United States highway running from Erie, Pennsylvania, to Memphis, Florida, passing through several states in the eastern U.S.
- 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_69a2e7ff81708190b0507a24a997232c |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eff24108819092fdb85019ec4089 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaaaad508190992c7b50e9397450 |
completed | March 8, 2026, 9:31 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.