Triple
T310668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 98 in Okaloosa County, Florida |
E6399
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Mary Esther, Florida
Mary Esther, Florida is a small coastal city in Okaloosa County along Florida’s Panhandle, situated between Fort Walton Beach and Navarre near the Gulf of Mexico.
|
E49261
|
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: Mary Esther, Florida | Statement: [U.S. Route 98 in Okaloosa County, Florida, serves, Mary Esther, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mary Esther, Florida Context triple: [U.S. Route 98 in Okaloosa County, Florida, serves, Mary Esther, Florida]
-
A.
Marianna, Florida
Marianna, Florida is a small historic city in the Florida Panhandle known for its antebellum architecture, proximity to natural springs and caves, and role as the county seat of Jackson County.
-
B.
St. Augustine, Florida
St. Augustine, Florida is the oldest continuously inhabited European-established city in the continental United States, known for its Spanish colonial architecture and historic coastal setting.
-
C.
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.
-
D.
Monticello, Florida
Monticello, Florida is a small historic city in Jefferson County known for its preserved antebellum architecture and role as a rural county seat in the Florida Panhandle.
-
E.
Key West, Florida
Key West, Florida is a tropical island city at the southern tip of the Florida Keys known for its historic architecture, vibrant nightlife, and sunset views over the Gulf of Mexico.
- 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: Mary Esther, Florida Triple: [U.S. Route 98 in Okaloosa County, Florida, serves, Mary Esther, Florida]
Generated description
Mary Esther, Florida is a small coastal city in Okaloosa County along Florida’s Panhandle, situated between Fort Walton Beach and Navarre near the Gulf of Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mary Esther, Florida Target entity description: Mary Esther, Florida is a small coastal city in Okaloosa County along Florida’s Panhandle, situated between Fort Walton Beach and Navarre near the Gulf of Mexico.
-
A.
Marianna, Florida
Marianna, Florida is a small historic city in the Florida Panhandle known for its antebellum architecture, proximity to natural springs and caves, and role as the county seat of Jackson County.
-
B.
St. Augustine, Florida
St. Augustine, Florida is the oldest continuously inhabited European-established city in the continental United States, known for its Spanish colonial architecture and historic coastal setting.
-
C.
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.
-
D.
Monticello, Florida
Monticello, Florida is a small historic city in Jefferson County known for its preserved antebellum architecture and role as a rural county seat in the Florida Panhandle.
-
E.
Key West, Florida
Key West, Florida is a tropical island city at the southern tip of the Florida Keys known for its historic architecture, vibrant nightlife, and sunset views over the Gulf of Mexico.
- 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_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_69a4034a3e248190853d58b4f27d1d74 |
completed | March 1, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69a403e511888190a336cb34f4c3b960 |
completed | March 1, 2026, 9:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a40451d2f881909b90d6d21c55c497 |
completed | March 1, 2026, 9:18 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.