Triple

T5356660

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 71	`E102708`	entity
Predicate	terminusSouth	`P1866`	FINISHED
Object	U.S. Route 190 in Krotz Springs, Louisiana U.S. Route 190 in Krotz Springs, Louisiana is a major east–west highway corridor in central Louisiana that serves as a key junction and connection point for regional and national routes.	`E514210`	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 190 in Krotz Springs, Louisiana | Statement: [U.S. Route 71, terminusSouth, U.S. Route 190 in Krotz Springs, Louisiana]

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

Target entity: U.S. Route 190 in Krotz Springs, Louisiana
Context triple: [U.S. Route 71, terminusSouth, U.S. Route 190 in Krotz Springs, Louisiana]

A. U.S. Route 19/41 in Jonesboro
U.S. Route 19/41 in Jonesboro is a major north–south U.S. highway corridor passing through Jonesboro, Georgia, serving as a key route for regional traffic and local access.
B. 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.
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 175 (Texas)
U.S. Route 175 (Texas) is a U.S. Highway that runs southeast from Dallas through cities such as Kaufman and Athens toward Jacksonville, serving as a key regional connector in East Texas.
E. U.S. Route 80 (Texas)
U.S. Route 80 (Texas) is a major east–west U.S. Highway that runs across northern Texas, connecting the Dallas–Fort Worth area with cities to the east and west as part of the historic transcontinental US 80 corridor.
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 190 in Krotz Springs, Louisiana
Triple: [U.S. Route 71, terminusSouth, U.S. Route 190 in Krotz Springs, Louisiana]

Generated description

U.S. Route 190 in Krotz Springs, Louisiana is a major east–west highway corridor in central Louisiana that serves as a key junction and connection point for regional and national routes.

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

Target entity: U.S. Route 190 in Krotz Springs, Louisiana
Target entity description: U.S. Route 190 in Krotz Springs, Louisiana is a major east–west highway corridor in central Louisiana that serves as a key junction and connection point for regional and national routes.

A. U.S. Route 19/41 in Jonesboro
U.S. Route 19/41 in Jonesboro is a major north–south U.S. highway corridor passing through Jonesboro, Georgia, serving as a key route for regional traffic and local access.
B. 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.
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 175 (Texas)
U.S. Route 175 (Texas) is a U.S. Highway that runs southeast from Dallas through cities such as Kaufman and Athens toward Jacksonville, serving as a key regional connector in East Texas.
E. U.S. Route 80 (Texas)
U.S. Route 80 (Texas) is a major east–west U.S. Highway that runs across northern Texas, connecting the Dallas–Fort Worth area with cities to the east and west as part of the historic transcontinental US 80 corridor.
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_69bd43d8f7248190b64c140734b5c9a8`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd862f0ea48190bec78690ab3bee51`	completed	March 20, 2026, 5:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf21e2b7b08190aca4c2855ff041de`	completed	March 21, 2026, 10:55 p.m.
NEDg	Description generation	`batch_69bf228956d481909e9f3c11f4597cce`	completed	March 21, 2026, 10:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf230b571481909f76ada72d94c8d8`	completed	March 21, 2026, 11 p.m.

Created at: March 20, 2026, 2:01 p.m.