Triple

T11683060

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 84	`E277665`	entity
Predicate	overlapsWith	`P1867`	FINISHED
Object	U.S. Route 221 in Georgia U.S. Route 221 in Georgia is a north–south U.S. Highway that traverses the state’s interior, connecting small towns and regional centers as part of a longer multi-state corridor.	`E940705`	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 221 in Georgia | Statement: [U.S. Route 84, overlapsWith, U.S. Route 221 in Georgia]

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

Target entity: U.S. Route 221 in Georgia
Context triple: [U.S. Route 84, overlapsWith, U.S. Route 221 in Georgia]

A. U.S. Route 29 in Georgia
U.S. Route 29 in Georgia is a major north–south U.S. Highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
B. U.S. Route 280 in Georgia
U.S. Route 280 in Georgia is an east–west U.S. highway that traverses the southern part of the state, linking cities such as Columbus and Savannah and serving as a major regional corridor.
C. 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.
D. U.S. Route 82 in Georgia
U.S. Route 82 in Georgia is a major east–west highway that traverses the southern part of the state, connecting cities such as Albany, Tifton, and Waycross before continuing into neighboring states.
E. 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.
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 221 in Georgia
Triple: [U.S. Route 84, overlapsWith, U.S. Route 221 in Georgia]

Generated description

U.S. Route 221 in Georgia is a north–south U.S. Highway that traverses the state’s interior, connecting small towns and regional centers as part of a longer multi-state corridor.

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

Target entity: U.S. Route 221 in Georgia
Target entity description: U.S. Route 221 in Georgia is a north–south U.S. Highway that traverses the state’s interior, connecting small towns and regional centers as part of a longer multi-state corridor.

A. U.S. Route 29 in Georgia
U.S. Route 29 in Georgia is a major north–south U.S. Highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
B. U.S. Route 280 in Georgia
U.S. Route 280 in Georgia is an east–west U.S. highway that traverses the southern part of the state, linking cities such as Columbus and Savannah and serving as a major regional corridor.
C. 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.
D. U.S. Route 82 in Georgia
U.S. Route 82 in Georgia is a major east–west highway that traverses the southern part of the state, connecting cities such as Albany, Tifton, and Waycross before continuing into neighboring states.
E. 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.
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_69d6aafe02d881909900d54ad7d4af84`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8a462bb2881909238107d34c0a28d`	completed	April 10, 2026, 7:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ef142269d08190a9e5cf8d6268168b`	completed	April 27, 2026, 7:45 a.m.
NEDg	Description generation	`batch_69ef35527f908190b681afdae3aec319`	completed	April 27, 2026, 10:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69ef51ec07ec8190b5cd97cf909388f0`	completed	April 27, 2026, 12:09 p.m.

Created at: April 8, 2026, 9:40 p.m.