Triple

T2430334

Position	Surface form	Disambiguated ID	Type / Status
Subject	Georgia State Route 16	`E52826`	entity
Predicate	hasJunctionWith	`P1018`	FINISHED
Object	U.S. Route 19 in Griffin, Georgia U.S. Route 19 in Griffin, Georgia is a major north–south U.S. highway segment that serves as a primary arterial route through the city of Griffin.	`E264640`	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 19 in Griffin, Georgia | Statement: [Georgia State Route 16, hasJunctionWith, U.S. Route 19 in Griffin, Georgia]

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

Target entity: U.S. Route 19 in Griffin, Georgia
Context triple: [Georgia State Route 16, hasJunctionWith, U.S. Route 19 in Griffin, Georgia]

A. U.S. Route 17 in Georgia
U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
B. 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.
C. 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.
D. U.S. Route 29 and State Route 8 near Athens, Georgia
U.S. Route 29 and State Route 8 near Athens, Georgia is a major highway junction serving as a key access point to the Athens area and the nearby University of Georgia.
E. U.S. Route 27 in Georgia
U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
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 19 in Griffin, Georgia
Triple: [Georgia State Route 16, hasJunctionWith, U.S. Route 19 in Griffin, Georgia]

Generated description

U.S. Route 19 in Griffin, Georgia is a major north–south U.S. highway segment that serves as a primary arterial route through the city of Griffin.

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

Target entity: U.S. Route 19 in Griffin, Georgia
Target entity description: U.S. Route 19 in Griffin, Georgia is a major north–south U.S. highway segment that serves as a primary arterial route through the city of Griffin.

A. U.S. Route 17 in Georgia
U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
B. 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.
C. 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.
D. U.S. Route 29 and State Route 8 near Athens, Georgia
U.S. Route 29 and State Route 8 near Athens, Georgia is a major highway junction serving as a key access point to the Athens area and the nearby University of Georgia.
E. U.S. Route 27 in Georgia
U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
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_69ab4959bcc0819083246f9fb10439e3`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abc99fcd048190a85b95a9a8ae6d4d`	completed	March 7, 2026, 6:45 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69aebf68d6a481909acd43eb31660f0e`	completed	March 9, 2026, 12:39 p.m.
NEDg	Description generation	`batch_69aec16e9158819087139fd3e86785b0`	completed	March 9, 2026, 12:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69aec2065b608190bcdc4dd2d82be9d6`	completed	March 9, 2026, 12:50 p.m.

Created at: March 6, 2026, 9:43 p.m.