Triple

T2606621
Position Surface form Disambiguated ID Type / Status
Subject GA 54 E58674 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 29 in Hogansville
U.S. Route 29 in Hogansville is a segment of the major north–south U.S. Highway that passes through Hogansville, Georgia, serving as a key local thoroughfare and connector to surrounding routes.
E282267 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 in Hogansville | Statement: [GA 54, hasJunctionWith, U.S. Route 29 in Hogansville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 29 in Hogansville
Context triple: [GA 54, hasJunctionWith, U.S. Route 29 in Hogansville]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 in Hogansville
Triple: [GA 54, hasJunctionWith, U.S. Route 29 in Hogansville]
Generated description
U.S. Route 29 in Hogansville is a segment of the major north–south U.S. Highway that passes through Hogansville, Georgia, serving as a key local thoroughfare and connector to surrounding routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 29 in Hogansville
Target entity description: U.S. Route 29 in Hogansville is a segment of the major north–south U.S. Highway that passes through Hogansville, Georgia, serving as a key local thoroughfare and connector to surrounding routes.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd865c9908190be7e1b572a43972f completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83de926c81909e45160f9fc78799 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af8501adc4819092035d7e55524fc8 completed March 10, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69af85a6060c8190a80d5633d1b8a9d5 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.