Triple
T433961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Holmes County, Florida |
E9772
|
entity |
| Predicate | hasCountySeat |
P383
|
FINISHED |
| Object |
Bonifay, Florida
Bonifay, Florida is a small city in the Florida Panhandle known as the administrative and commercial hub of Holmes County.
|
E76756
|
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: Bonifay, Florida | Statement: [Holmes County, Florida, hasCountySeat, Bonifay, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bonifay, Florida Context triple: [Holmes County, Florida, hasCountySeat, Bonifay, Florida]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Macclenny, Florida
Macclenny, Florida is a small city in Baker County that serves as a local commercial and governmental hub in northeastern Florida near the Georgia border.
-
E.
Fernandina Beach, Florida
Fernandina Beach, Florida is a historic coastal city on Amelia Island known for its Victorian-era downtown, beaches, and role as a popular tourist destination in northeast Florida.
- 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: Bonifay, Florida Triple: [Holmes County, Florida, hasCountySeat, Bonifay, Florida]
Generated description
Bonifay, Florida is a small city in the Florida Panhandle known as the administrative and commercial hub of Holmes County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bonifay, Florida Target entity description: Bonifay, Florida is a small city in the Florida Panhandle known as the administrative and commercial hub of Holmes County.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Macclenny, Florida
Macclenny, Florida is a small city in Baker County that serves as a local commercial and governmental hub in northeastern Florida near the Georgia border.
-
E.
Fernandina Beach, Florida
Fernandina Beach, Florida is a historic coastal city on Amelia Island known for its Victorian-era downtown, beaches, and role as a popular tourist destination in northeast Florida.
- 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_69a2e801e1d48190b505d1dd336b52ac |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ef0a008c8190ae0aa25e4df9c35f |
completed | Feb. 28, 2026, 1:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a533bc40ac81908426b70366259a3b |
completed | March 2, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69a54eac42f08190bc4c0330f5058b6d |
completed | March 2, 2026, 8:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5503543908190ba0345fecda77952 |
completed | March 2, 2026, 8:54 a.m. |
Created at: Feb. 28, 2026, 1:11 p.m.