Triple

T8254401
Position Surface form Disambiguated ID Type / Status
Subject Dahlonega E193034 entity
Predicate transportation P230 FINISHED
Object served by Georgia State Route 60
Dahlonega is a historic north Georgia city in the Appalachian foothills, best known for its 19th-century gold rush heritage and as home to the University of North Georgia.
 E722067 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: served by Georgia State Route 60 | Statement: [Dahlonega, transportation, served by Georgia State Route 60]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: served by Georgia State Route 60
Context triple: [Dahlonega, transportation, served by Georgia State Route 60]
  • A. Georgia State Route 6
    Georgia State Route 6 is a primary east–west state highway in Georgia that connects the Alabama state line near Esom Hill to the Atlanta metropolitan area and beyond.
  • B. Georgia State Route 70
    Georgia State Route 70 is a state highway in Georgia that serves the Atlanta metropolitan area, including parts of South Fulton.
  • C. Georgia State Route 90
    Georgia State Route 90 is a state highway in Georgia that runs through several central and southwest counties, connecting small towns and rural communities.
  • D. Georgia State Route 36
    Georgia State Route 36 is a state highway in central Georgia that connects several communities as it runs between the Griffin area and the Jackson/Milledgeville region.
  • E. Georgia State Route 96
    Georgia State Route 96 is an east–west state highway in Georgia that connects several small towns and rural communities in the central part of the state.
  • 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: served by Georgia State Route 60
Triple: [Dahlonega, transportation, served by Georgia State Route 60]
Generated description
Dahlonega is a historic north Georgia city in the Appalachian foothills, best known for its 19th-century gold rush heritage and as home to the University of North Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: served by Georgia State Route 60
Target entity description: Dahlonega is a historic north Georgia city in the Appalachian foothills, best known for its 19th-century gold rush heritage and as home to the University of North Georgia.
  • A. Georgia State Route 6
    Georgia State Route 6 is a primary east–west state highway in Georgia that connects the Alabama state line near Esom Hill to the Atlanta metropolitan area and beyond.
  • B. Georgia State Route 70
    Georgia State Route 70 is a state highway in Georgia that serves the Atlanta metropolitan area, including parts of South Fulton.
  • C. Georgia State Route 90
    Georgia State Route 90 is a state highway in Georgia that runs through several central and southwest counties, connecting small towns and rural communities.
  • D. Georgia State Route 36
    Georgia State Route 36 is a state highway in central Georgia that connects several communities as it runs between the Griffin area and the Jackson/Milledgeville region.
  • E. Georgia State Route 96
    Georgia State Route 96 is an east–west state highway in Georgia that connects several small towns and rural communities in the central part of the state.
  • 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_69ca82dfad9c8190b8cd18fb89f50f40 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78f8eccc8190b43204bf2f8defc1 completed March 31, 2026, 7:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd354a412c8190963605d177d94a17 completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd4e5e9a2c819099a65053a12c8fde completed April 1, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69cd507ce2a881909da6871a9f6df119 completed April 1, 2026, 5:06 p.m.
Created at: March 30, 2026, 5:48 p.m.