Triple

T2430337

Position	Surface form	Disambiguated ID	Type / Status
Subject	Georgia State Route 16	`E52826`	entity
Predicate	hasJunctionWith	`P1018`	FINISHED
Object	U.S. Route 29 near Newnan, Georgia U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.	`E264641`	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 29 near Newnan, Georgia | Statement: [Georgia State Route 16, hasJunctionWith, U.S. Route 29 near Newnan, Georgia]

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

Target entity: U.S. Route 29 near Newnan, Georgia
Context triple: [Georgia State Route 16, hasJunctionWith, U.S. Route 29 near Newnan, Georgia]

A. 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.
B. 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.
C. U.S. Route 29 in Florida
U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
D. 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.
E. U.S. Route 29 in Virginia
U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
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 29 near Newnan, Georgia
Triple: [Georgia State Route 16, hasJunctionWith, U.S. Route 29 near Newnan, Georgia]

Generated description

U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.

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

Target entity: U.S. Route 29 near Newnan, Georgia
Target entity description: U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.

A. 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.
B. 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.
C. U.S. Route 29 in Florida
U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
D. 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.
E. U.S. Route 29 in Virginia
U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
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.