Triple

T1566177

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 301 in Florida	`E33437`	entity
Predicate	junctionWith	`P1018`	FINISHED
Object	U.S. Route 98 in Florida U.S. Route 98 in Florida is a major east–west and north–south highway that spans the state’s Gulf Coast and interior, connecting numerous cities and serving as an important regional transportation corridor.	`E177066`	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: U.S. Route 98 in Florida | Statement: [U.S. Route 301 in Florida, junctionWith, U.S. Route 98 in Florida]

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

Target entity: U.S. Route 98 in Florida
Context triple: [U.S. Route 301 in Florida, junctionWith, U.S. Route 98 in Florida]

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. 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.
C. U.S. Route 98 in Walton County, Florida
U.S. Route 98 in Walton County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities, tourist destinations, and local traffic near the Gulf of Mexico.
D. U.S. Route 98 in Santa Rosa County, Florida
U.S. Route 98 in Santa Rosa County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities and connects them to larger regional routes.
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: U.S. Route 98 in Florida
Triple: [U.S. Route 301 in Florida, junctionWith, U.S. Route 98 in Florida]

Generated description

U.S. Route 98 in Florida is a major east–west and north–south highway that spans the state’s Gulf Coast and interior, connecting numerous cities and serving as an important regional transportation corridor.

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

Target entity: U.S. Route 98 in Florida
Target entity description: U.S. Route 98 in Florida is a major east–west and north–south highway that spans the state’s Gulf Coast and interior, connecting numerous cities and serving as an important regional transportation corridor.

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. 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.
C. U.S. Route 98 in Walton County, Florida
U.S. Route 98 in Walton County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities, tourist destinations, and local traffic near the Gulf of Mexico.
D. U.S. Route 98 in Santa Rosa County, Florida
U.S. Route 98 in Santa Rosa County, Florida is a major east–west highway along the Florida Panhandle that serves coastal communities and connects them to larger regional routes.
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_69a885f11b048190935025a035302715`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69abb2308bec81909d1660934eff171b`	completed	March 7, 2026, 5:05 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad3719dfdc819085511f96f9f92dba`	completed	March 8, 2026, 8:45 a.m.
NEDg	Description generation	`batch_69ad37d59e94819085504ea25dfa8311`	completed	March 8, 2026, 8:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad382b126c8190a308415bd6c4264b`	completed	March 8, 2026, 8:49 a.m.

Created at: March 4, 2026, 7:27 p.m.