Triple
T356801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 98 in Walton County, Florida |
E7561
|
entity |
| Predicate | passesNear |
P416
|
FINISHED |
| Object |
Choctawhatchee Bay
Choctawhatchee Bay is a large, shallow coastal bay in the Florida Panhandle known for its estuarine ecosystem, recreational fishing, and proximity to popular Gulf Coast beaches.
|
E46192
|
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: Choctawhatchee Bay | Statement: [U.S. Route 98 in Walton County, Florida, passesNear, Choctawhatchee Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Choctawhatchee Bay Context triple: [U.S. Route 98 in Walton County, Florida, passesNear, Choctawhatchee Bay]
-
A.
Pensacola Bay
Pensacola Bay is a natural inlet of the Gulf of Mexico on the northwest coast of Florida, known for its historic port city of Pensacola and its role in regional maritime and naval activities.
-
B.
Santa Rosa Sound
Santa Rosa Sound is a narrow coastal body of water along the Florida Panhandle that separates Santa Rosa Island from the mainland and forms part of the Intracoastal Waterway.
-
C.
Chattahoochee, Florida
Chattahoochee, Florida is a small city in Gadsden County in the Florida Panhandle, known for its location near the Apalachicola River and the Florida-Georgia border.
-
D.
Bay Lake, Florida
Bay Lake, Florida is a small, mostly privately controlled city in Orange County best known as the municipal home of the Walt Disney World Resort.
-
E.
Admiralty Inlet
Admiralty Inlet is a key marine passage in Washington State that connects the Strait of Juan de Fuca to the Puget Sound, serving as an important shipping and naval waterway.
- 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: Choctawhatchee Bay Triple: [U.S. Route 98 in Walton County, Florida, passesNear, Choctawhatchee Bay]
Generated description
Choctawhatchee Bay is a large, shallow coastal bay in the Florida Panhandle known for its estuarine ecosystem, recreational fishing, and proximity to popular Gulf Coast beaches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Choctawhatchee Bay Target entity description: Choctawhatchee Bay is a large, shallow coastal bay in the Florida Panhandle known for its estuarine ecosystem, recreational fishing, and proximity to popular Gulf Coast beaches.
-
A.
Pensacola Bay
Pensacola Bay is a natural inlet of the Gulf of Mexico on the northwest coast of Florida, known for its historic port city of Pensacola and its role in regional maritime and naval activities.
-
B.
Santa Rosa Sound
Santa Rosa Sound is a narrow coastal body of water along the Florida Panhandle that separates Santa Rosa Island from the mainland and forms part of the Intracoastal Waterway.
-
C.
Chattahoochee, Florida
Chattahoochee, Florida is a small city in Gadsden County in the Florida Panhandle, known for its location near the Apalachicola River and the Florida-Georgia border.
-
D.
Bay Lake, Florida
Bay Lake, Florida is a small, mostly privately controlled city in Orange County best known as the municipal home of the Walt Disney World Resort.
-
E.
Admiralty Inlet
Admiralty Inlet is a key marine passage in Washington State that connects the Strait of Juan de Fuca to the Puget Sound, serving as an important shipping and naval waterway.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebaf0c9881909313f98818e7fa58 |
completed | Feb. 28, 2026, 1:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3e86175588190a893cb2266f06170 |
completed | March 1, 2026, 7:18 a.m. |
| NEDg | Description generation | batch_69a3e90cf0f8819099ea4f776ae7694a |
completed | March 1, 2026, 7:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ea5cd04c8190ad4c85ef20a774b3 |
completed | March 1, 2026, 7:27 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.