Triple
T310667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 98 in Okaloosa County, Florida |
E6399
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Fort Walton Beach, Florida |
E38485
|
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: Fort Walton Beach, Florida | Statement: [U.S. Route 98 in Okaloosa County, Florida, serves, Fort Walton Beach, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Walton Beach, Florida Context triple: [U.S. Route 98 in Okaloosa County, Florida, serves, Fort Walton Beach, Florida]
-
A.
Fort Walton Beach
chosen
Fort Walton Beach is a coastal city in Florida known for its white-sand beaches, emerald-green Gulf waters, and role as a popular vacation and military community near Eglin Air Force Base.
-
B.
Gulf Breeze, Florida
Gulf Breeze, Florida is a small coastal city in Santa Rosa County known for its waterfront location on the Pensacola Bay and proximity to beaches and the Gulf Islands National Seashore.
-
C.
Good Harbor Beach
Good Harbor Beach is a popular sandy ocean beach in Gloucester, Massachusetts, known for its scenic views, family-friendly swimming, and picturesque tidal island access.
-
D.
Live Oak, Florida
Live Oak, Florida is a small city in Suwannee County known for its historic downtown, proximity to natural springs and rivers, and role as a regional hub in North Florida.
-
E.
DeFuniak Springs, Florida
DeFuniak Springs is a small historic city in Florida’s Panhandle known for its perfectly round spring-fed lake and well-preserved Victorian-era architecture.
- 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_69a2e79230508190b912ecb555aae17e |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea4778cc8190be7b648a82542891 |
completed | Feb. 28, 2026, 1:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3fe8dde4c8190bd897e5251eb6941 |
completed | March 1, 2026, 8:53 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.