Triple
T396756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 98 in Bay County, Florida |
E8999
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Gulf County, Florida
Gulf County, Florida is a coastal county in the Florida Panhandle known for its Gulf of Mexico shoreline, including Port St. Joe and Cape San Blas.
|
E59800
|
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: Gulf County, Florida | Statement: [U.S. Route 98 in Bay County, Florida, connectsTo, Gulf County, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf County, Florida Context triple: [U.S. Route 98 in Bay County, Florida, connectsTo, Gulf County, Florida]
-
A.
Bay County, Florida
Bay County, Florida is a coastal county in the Florida Panhandle known for its Gulf of Mexico shoreline and the resort city of Panama City Beach.
-
B.
Walton County, Florida
Walton County, Florida is a county in the Florida Panhandle known for its Gulf Coast beaches, coastal dune lakes, and a mix of rural communities and resort areas along the Emerald Coast.
-
C.
Okaloosa County, Florida
Okaloosa County, Florida is a county in the Florida Panhandle known for its Gulf Coast beaches, military presence including Eglin Air Force Base, and tourism-centered communities like Destin and Fort Walton Beach.
-
D.
Gadsden County, Florida
Gadsden County, Florida is a rural county in the Florida Panhandle known for its agricultural heritage, historic towns, and proximity to the state capital, Tallahassee.
-
E.
Santa Rosa County, Florida
Santa Rosa County, Florida is a county in the Florida Panhandle known for its Gulf Coast beaches, military presence, and rapidly growing communities near Pensacola.
- 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: Gulf County, Florida Triple: [U.S. Route 98 in Bay County, Florida, connectsTo, Gulf County, Florida]
Generated description
Gulf County, Florida is a coastal county in the Florida Panhandle known for its Gulf of Mexico shoreline, including Port St. Joe and Cape San Blas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulf County, Florida Target entity description: Gulf County, Florida is a coastal county in the Florida Panhandle known for its Gulf of Mexico shoreline, including Port St. Joe and Cape San Blas.
-
A.
Bay County, Florida
Bay County, Florida is a coastal county in the Florida Panhandle known for its Gulf of Mexico shoreline and the resort city of Panama City Beach.
-
B.
Walton County, Florida
Walton County, Florida is a county in the Florida Panhandle known for its Gulf Coast beaches, coastal dune lakes, and a mix of rural communities and resort areas along the Emerald Coast.
-
C.
Okaloosa County, Florida
Okaloosa County, Florida is a county in the Florida Panhandle known for its Gulf Coast beaches, military presence including Eglin Air Force Base, and tourism-centered communities like Destin and Fort Walton Beach.
-
D.
Gadsden County, Florida
Gadsden County, Florida is a rural county in the Florida Panhandle known for its agricultural heritage, historic towns, and proximity to the state capital, Tallahassee.
-
E.
Santa Rosa County, Florida
Santa Rosa County, Florida is a county in the Florida Panhandle known for its Gulf Coast beaches, military presence, and rapidly growing communities near Pensacola.
- 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_69a467f9e87481909e59ee41f558689c |
completed | March 1, 2026, 4:23 p.m. |
| NEDg | Description generation | batch_69a46a2e93f4819081b5e2e9f1beca71 |
completed | March 1, 2026, 4:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a46a8c557881908458fe67f319e90a |
completed | March 1, 2026, 4:34 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.