Triple
T473059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walton County, Florida |
E9000
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Freeport, Florida
Freeport, Florida is a small city in the Florida Panhandle known for its proximity to Choctawhatchee Bay and the Gulf Coast beaches.
|
E81814
|
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: Freeport, Florida | Statement: [Walton County, Florida, contains, Freeport, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freeport, Florida Context triple: [Walton County, Florida, contains, Freeport, Florida]
-
A.
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.
-
B.
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.
-
C.
Dunedin, Florida
Dunedin, Florida is a small coastal city on Florida’s Gulf Coast known for its Scottish heritage, walkable downtown, and role as the long-time spring training home of the Toronto Blue Jays.
-
D.
Shalimar, Florida
Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
-
E.
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.
- 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: Freeport, Florida Triple: [Walton County, Florida, contains, Freeport, Florida]
Generated description
Freeport, Florida is a small city in the Florida Panhandle known for its proximity to Choctawhatchee Bay and the Gulf Coast beaches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Freeport, Florida Target entity description: Freeport, Florida is a small city in the Florida Panhandle known for its proximity to Choctawhatchee Bay and the Gulf Coast beaches.
-
A.
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.
-
B.
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.
-
C.
Dunedin, Florida
Dunedin, Florida is a small coastal city on Florida’s Gulf Coast known for its Scottish heritage, walkable downtown, and role as the long-time spring training home of the Toronto Blue Jays.
-
D.
Shalimar, Florida
Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
-
E.
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.
- 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_69a2e7ff81708190b0507a24a997232c |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eff24108819092fdb85019ec4089 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5914232c481909a39cd3373e3c6c9 |
completed | March 2, 2026, 1:31 p.m. |
| NEDg | Description generation | batch_69a5928fbf0c8190b7a76511be48c331 |
completed | March 2, 2026, 1:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a592eb19248190ada0809873de4779 |
completed | March 2, 2026, 1:38 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.