Triple

T396769

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 98 in Bay County, Florida	`E8999`	entity
Predicate	hasJunctionWith	`P1018`	FINISHED
Object	State Road 79 in Panama City Beach State Road 79 in Panama City Beach is a major north–south Florida state highway that serves as a primary access route between the Gulf Coast beaches and inland areas, including connections to Interstate 10.	`E50737`	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: State Road 79 in Panama City Beach | Statement: [U.S. Route 98 in Bay County, Florida, hasJunctionWith, State Road 79 in Panama City Beach]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: State Road 79 in Panama City Beach
Context triple: [U.S. Route 98 in Bay County, Florida, hasJunctionWith, State Road 79 in Panama City Beach]

A. U.S. Route 90 in Florida
U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
B. Florida State Road 97
Florida State Road 97 is a north–south state highway in the Florida Panhandle that connects rural Escambia County to the Alabama state line near Pensacola.
C. U.S. Route 98 in Bay County, Florida
U.S. Route 98 in Bay County, Florida is a major east–west highway along the Florida Panhandle that serves as a primary coastal route through communities such as Panama City and Panama City Beach.
D. Panama City Beach Parkway (on some western segments)
Panama City Beach Parkway is a major east–west arterial road in Bay County, Florida, serving as a primary route through the Panama City Beach area.
E. U.S. Route 98 in Okaloosa County, Florida
U.S. Route 98 in Okaloosa County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities, military installations, and tourist destinations such as Destin and Fort Walton 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: State Road 79 in Panama City Beach
Triple: [U.S. Route 98 in Bay County, Florida, hasJunctionWith, State Road 79 in Panama City Beach]

Generated description

State Road 79 in Panama City Beach is a major north–south Florida state highway that serves as a primary access route between the Gulf Coast beaches and inland areas, including connections to Interstate 10.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: State Road 79 in Panama City Beach
Target entity description: State Road 79 in Panama City Beach is a major north–south Florida state highway that serves as a primary access route between the Gulf Coast beaches and inland areas, including connections to Interstate 10.

A. U.S. Route 90 in Florida
U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
B. Florida State Road 97
Florida State Road 97 is a north–south state highway in the Florida Panhandle that connects rural Escambia County to the Alabama state line near Pensacola.
C. U.S. Route 98 in Bay County, Florida
U.S. Route 98 in Bay County, Florida is a major east–west highway along the Florida Panhandle that serves as a primary coastal route through communities such as Panama City and Panama City Beach.
D. Panama City Beach Parkway (on some western segments)
Panama City Beach Parkway is a major east–west arterial road in Bay County, Florida, serving as a primary route through the Panama City Beach area.
E. U.S. Route 98 in Okaloosa County, Florida
U.S. Route 98 in Okaloosa County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities, military installations, and tourist destinations such as Destin and Fort Walton Beach.
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_69a2e7f55c60819097aff65ea2ca2832`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ec8a941081909a152fda0ce24a98`	completed	Feb. 28, 2026, 1:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a4103d84bc819095f95ce4ce915114`	completed	March 1, 2026, 10:09 a.m.
NEDg	Description generation	`batch_69a410a87f4c8190916688197abc1f16`	completed	March 1, 2026, 10:10 a.m.
NED2	Entity disambiguation (via description)	`batch_69a410ff91e08190959720b0315a7989`	completed	March 1, 2026, 10:12 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.