Triple
T14614031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panama City Beach |
E343033
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Bay County metropolitan area
The Bay County metropolitan area is a regional urban and economic hub in Florida centered around Panama City and its surrounding coastal communities.
|
E40029
|
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: Bay County metropolitan area | Statement: [Panama City Beach, isPartOf, Bay County metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bay County metropolitan area Context triple: [Panama City Beach, isPartOf, Bay County metropolitan area]
-
A.
Thomas County metropolitan area
The Thomas County metropolitan area is a small metropolitan region in southern Georgia centered around the city of Thomasville and its surrounding communities in Thomas County.
-
B.
Citrus County metropolitan area
The Citrus County metropolitan area is a small, largely rural micropolitan region in west-central Florida centered on communities like Inverness and Crystal River, known for its natural springs, wildlife, and Gulf Coast access.
-
C.
Bay County
Bay County is a coastal county in the Florida Panhandle known for its Gulf of Mexico beaches and the city of Panama City.
-
D.
Bay County
Bay County is a county in east-central Michigan known for its shoreline along Saginaw Bay of Lake Huron and its role as an economic and cultural hub in the Great Lakes Bay Region.
-
E.
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.
- 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: Bay County metropolitan area Triple: [Panama City Beach, isPartOf, Bay County metropolitan area]
Generated description
The Bay County metropolitan area is a regional urban and economic hub in Florida centered around Panama City and its surrounding coastal communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bay County metropolitan area Target entity description: The Bay County metropolitan area is a regional urban and economic hub in Florida centered around Panama City and its surrounding coastal communities.
-
A.
Thomas County metropolitan area
The Thomas County metropolitan area is a small metropolitan region in southern Georgia centered around the city of Thomasville and its surrounding communities in Thomas County.
-
B.
Citrus County metropolitan area
The Citrus County metropolitan area is a small, largely rural micropolitan region in west-central Florida centered on communities like Inverness and Crystal River, known for its natural springs, wildlife, and Gulf Coast access.
-
C.
Bay County
Bay County is a coastal county in the Florida Panhandle known for its Gulf of Mexico beaches and the city of Panama City.
-
D.
Bay County
Bay County is a county in east-central Michigan known for its shoreline along Saginaw Bay of Lake Huron and its role as an economic and cultural hub in the Great Lakes Bay Region.
-
E.
Bay County, Florida
chosen
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.
- F. None of above.
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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb45264988190a1df13e8b54a85bd |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda92110e88190af47b713dd24520b |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb35a57f08190a2d3fe426185bc31 |
completed | May 8, 2026, 9:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb400e08081908d0a782908ba5459 |
completed | May 8, 2026, 9:59 a.m. |
Created at: April 10, 2026, 1:25 a.m.