Triple
T396744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 98 in Bay County, Florida |
E8999
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Panama City Beach, Florida
Panama City Beach, Florida is a popular Gulf Coast resort city known for its white-sand beaches, emerald-green waters, and vibrant tourism industry.
|
E68600
|
NE FINISHED |
How this triple was built (4 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: Panama City Beach, Florida | Statement: [U.S. Route 98 in Bay County, Florida, passesThrough, Panama City Beach, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panama City Beach, Florida Context triple: [U.S. Route 98 in Bay County, Florida, passesThrough, Panama City Beach, Florida]
-
A.
Santa Rosa Beach, Florida
Santa Rosa Beach, Florida is a coastal community on the Florida Panhandle’s Emerald Coast known for its white-sand beaches, turquoise Gulf waters, and relaxed beach-town atmosphere.
-
B.
Daytona Beach
Daytona Beach is a coastal city in eastern Florida famous for its hard-packed sand beaches, motorsports heritage, and role as home to the Daytona International Speedway.
-
C.
Fort Walton Beach
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.
-
D.
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.
-
E.
Miramar Beach, Florida
Miramar Beach, Florida is a coastal community on the Florida Panhandle known for its white-sand beaches, emerald-green Gulf waters, and resort and vacation developments.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Panama City Beach, Florida Triple: [U.S. Route 98 in Bay County, Florida, passesThrough, Panama City Beach, Florida]
Generated description
Panama City Beach, Florida is a popular Gulf Coast resort city known for its white-sand beaches, emerald-green waters, and vibrant tourism industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panama City Beach, Florida Target entity description: Panama City Beach, Florida is a popular Gulf Coast resort city known for its white-sand beaches, emerald-green waters, and vibrant tourism industry.
-
A.
Santa Rosa Beach, Florida
Santa Rosa Beach, Florida is a coastal community on the Florida Panhandle’s Emerald Coast known for its white-sand beaches, turquoise Gulf waters, and relaxed beach-town atmosphere.
-
B.
Daytona Beach
Daytona Beach is a coastal city in eastern Florida famous for its hard-packed sand beaches, motorsports heritage, and role as home to the Daytona International Speedway.
-
C.
Fort Walton Beach
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.
-
D.
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.
-
E.
Miramar Beach, Florida
Miramar Beach, Florida is a coastal community on the Florida Panhandle known for its white-sand beaches, emerald-green Gulf waters, and resort and vacation developments.
- F. None of above. chosen
Provenance (5 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec8a941081909a152fda0ce24a98 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e0277eb08190984ff5bcb9f349a0 |
completed | March 2, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_69a4e0d0530081909072c19b1a409336 |
completed | March 2, 2026, 12:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e12554648190a3b7640d03691fc1 |
completed | March 2, 2026, 1 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.