Triple
T1656929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panama City, Florida |
E35819
|
entity |
| Predicate | hasNearby |
P350
|
FINISHED |
| Object | Panama City Beach, Florida |
E68600
|
NE FINISHED |
How this triple was built (2 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: Panama City Beach, Florida | Statement: [Panama City, Florida, hasNearby, Panama City Beach, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panama City Beach, Florida Context triple: [Panama City, Florida, hasNearby, Panama City Beach, Florida]
-
A.
Panama City Beach, Florida
chosen
Panama City Beach, Florida is a popular Gulf Coast resort city known for its white-sand beaches, emerald-green waters, and vibrant tourism industry.
-
B.
Pensacola Beach
Pensacola Beach is a popular Gulf Coast destination on Santa Rosa Island in Florida, known for its sugar-white sand, emerald-green waters, and laid-back resort atmosphere.
-
C.
St. Petersburg Beach, Florida
St. Petersburg Beach, Florida is a coastal city on Florida’s Gulf Coast known for its white-sand beaches, resort hotels, and role as a picturesque backdrop for various film productions.
-
D.
Atlantic Beach, Florida
Atlantic Beach, Florida is a small coastal city on Florida’s northeastern Atlantic coast, known for its beaches and residential community within the greater Jacksonville metropolitan area.
-
E.
Choctaw Beach, Florida
Choctaw Beach, Florida is a small coastal community in the Florida Panhandle situated along the shores of Choctawhatchee Bay.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a8d85f08190a50ade3f443b7703 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf42b39c819092f89cde635b20ec |
completed | March 8, 2026, 6:26 p.m. |
Created at: March 4, 2026, 7:29 p.m.