Triple

T19624507

Position	Surface form	Disambiguated ID	Type / Status
Subject	Georgia State Route 30	`E471098`	entity
Predicate	connectedTo	`P37`	FINISHED
Object	U.S. Route 25 in Georgia U.S. Route 25 in Georgia is a major north–south U.S. Highway that traverses eastern Georgia, linking coastal areas near Brunswick with inland cities as it heads toward South Carolina.	`E1386003`	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 25 in Georgia | Statement: [Georgia State Route 30, connectedTo, U.S. Route 25 in Georgia]

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

Target entity: U.S. Route 25 in Georgia
Context triple: [Georgia State Route 30, connectedTo, U.S. Route 25 in Georgia]

A. U.S. Route 23 in Georgia
U.S. Route 23 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line through cities such as Waycross and Atlanta toward the North Carolina border.
B. 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.
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 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.
E. U.S. Route 25 in South Carolina
U.S. Route 25 in South Carolina is a major north–south federal highway that connects the Augusta, Georgia area to the Greenville region, serving as an important corridor for regional travel and commerce.
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 25 in Georgia
Triple: [Georgia State Route 30, connectedTo, U.S. Route 25 in Georgia]

Generated description

U.S. Route 25 in Georgia is a major north–south U.S. Highway that traverses eastern Georgia, linking coastal areas near Brunswick with inland cities as it heads toward South Carolina.

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

Target entity: U.S. Route 25 in Georgia
Target entity description: U.S. Route 25 in Georgia is a major north–south U.S. Highway that traverses eastern Georgia, linking coastal areas near Brunswick with inland cities as it heads toward South Carolina.

A. U.S. Route 23 in Georgia
U.S. Route 23 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line through cities such as Waycross and Atlanta toward the North Carolina border.
B. 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.
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 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.
E. U.S. Route 25 in South Carolina
U.S. Route 25 in South Carolina is a major north–south federal highway that connects the Augusta, Georgia area to the Greenville region, serving as an important corridor for regional travel and commerce.
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_69d8e510fa248190b7afb274a1d4cf73`	completed	April 10, 2026, 11:54 a.m.
NER	Named-entity recognition	`batch_69e640e92ff48190ae6e6ba2c603d5e7`	completed	April 20, 2026, 3:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0771bc4bdc8190b2e92a1f0aec0ab2`	completed	May 15, 2026, 7:19 p.m.
NEDg	Description generation	`batch_6a07726ec9d8819099f369d679f1efc0`	completed	May 15, 2026, 7:22 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0772e394fc8190b96fe74de6f5fdea`	completed	May 15, 2026, 7:24 p.m.

Created at: April 10, 2026, 1:44 p.m.