Triple
T4334911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walton-DeFuniak Library |
E97440
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | DeFuniak Springs |
E17122
|
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: DeFuniak Springs | Statement: [Walton-DeFuniak Library, regionServed, DeFuniak Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DeFuniak Springs Context triple: [Walton-DeFuniak Library, regionServed, DeFuniak Springs]
-
A.
DeFuniak Springs, Florida
chosen
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.
Fuquay Springs
Fuquay Springs was a former North Carolina town, known historically as a mineral spring resort community, that later became part of the town of Fuquay-Varina.
-
C.
Green Cove Springs, Florida
Green Cove Springs, Florida is a small historic city in Clay County known for its natural sulfur springs and location along the St. Johns River within the greater Jacksonville area.
-
D.
Steinhatchee, Florida
Steinhatchee, Florida is a small Gulf Coast fishing and scalloping community known for its river, natural beauty, and outdoor recreation.
-
E.
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.
- 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_69b3454662a481908fbcd0bbfaa3a0a4 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35152bfc88190ab5d53ca38f98d8a |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5db9c1a90819083d0889a65f04af2 |
completed | March 14, 2026, 10:05 p.m. |
Created at: March 12, 2026, 11:14 p.m.