Triple

T1571685

Position	Surface form	Disambiguated ID	Type / Status
Subject	Florida State Highway System	`E33553`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	U.S. Route 41 in Florida U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.	`E188797`	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 41 in Florida | Statement: [Florida State Highway System, hasComponent, U.S. Route 41 in Florida]

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

Target entity: U.S. Route 41 in Florida
Context triple: [Florida State Highway System, hasComponent, U.S. Route 41 in Florida]

A. U.S. Route 441 in Florida
U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
B. U.S. Route 41 in Georgia
U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
C. U.S. Route 19 in Florida
U.S. Route 19 in Florida is a major north–south U.S. Highway that runs along the state's Gulf Coast, connecting the Tampa Bay area with the Florida Panhandle and serving as a key corridor for regional travel and commerce.
D. U.S. Route 17 in Florida
U.S. Route 17 in Florida is a major north–south U.S. Highway that runs through the state, connecting cities such as Jacksonville, Orlando, and Punta Gorda while serving as an important regional transportation corridor.
E. U.S. Route 301 in Florida
U.S. Route 301 in Florida is a major north–south highway that traverses the state’s interior, linking rural communities and regional centers while serving as an important alternative to the interstate system.
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 41 in Florida
Triple: [Florida State Highway System, hasComponent, U.S. Route 41 in Florida]

Generated description

U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.

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

Target entity: U.S. Route 41 in Florida
Target entity description: U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.

A. U.S. Route 441 in Florida
U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
B. U.S. Route 41 in Georgia
U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
C. U.S. Route 19 in Florida
U.S. Route 19 in Florida is a major north–south U.S. Highway that runs along the state's Gulf Coast, connecting the Tampa Bay area with the Florida Panhandle and serving as a key corridor for regional travel and commerce.
D. U.S. Route 17 in Florida
U.S. Route 17 in Florida is a major north–south U.S. Highway that runs through the state, connecting cities such as Jacksonville, Orlando, and Punta Gorda while serving as an important regional transportation corridor.
E. U.S. Route 301 in Florida
U.S. Route 301 in Florida is a major north–south highway that traverses the state’s interior, linking rural communities and regional centers while serving as an important alternative to the interstate system.
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_69a908ba6a4081909f75faf470c53d86`	completed	March 5, 2026, 4:38 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad719f91cc8190aaacaa583098732a`	completed	March 8, 2026, 12:54 p.m.
NEDg	Description generation	`batch_69ad72016c3c8190ac3bd11bab59fdf0`	completed	March 8, 2026, 12:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad7277b5f081908a8af047032aa15a`	completed	March 8, 2026, 12:58 p.m.

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