Triple

T1971463
Position Surface form Disambiguated ID Type / Status
Subject Dahlonega, Georgia E42810 entity
Predicate knownFor P22 FINISHED
Object University of North Georgia campus
The University of North Georgia campus is a public higher-education campus in the Appalachian foothills that serves as a key academic and cultural hub for the Dahlonega area.
E79697 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: University of North Georgia campus | Statement: [Dahlonega, Georgia, knownFor, University of North Georgia campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of North Georgia campus
Context triple: [Dahlonega, Georgia, knownFor, University of North Georgia campus]
  • A. North Georgia Agricultural College facility
    The North Georgia Agricultural College facility is a historic educational building in Dahlonega, Georgia, that occupies the former U.S. Branch Mint structure and serves as part of the University of North Georgia campus.
  • B. University System of Georgia
    The University System of Georgia is the state-wide public higher education system that oversees and coordinates Georgia’s public colleges and universities.
  • C. Fort Valley State College
    Fort Valley State College is a historically Black public institution of higher education in Fort Valley, Georgia, known for its role in educating African American students in the 20th century.
  • D. College of Coastal Georgia
    The College of Coastal Georgia is a public institution of higher education located near the Georgia coast that offers associate and baccalaureate degree programs.
  • E. Technical College System of Georgia
    The Technical College System of Georgia is the statewide network of public technical colleges and workforce development programs that provides career-focused education and training across Georgia.
  • 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: University of North Georgia campus
Triple: [Dahlonega, Georgia, knownFor, University of North Georgia campus]
Generated description
The University of North Georgia campus is a public higher-education campus in the Appalachian foothills that serves as a key academic and cultural hub for the Dahlonega area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of North Georgia campus
Target entity description: The University of North Georgia campus is a public higher-education campus in the Appalachian foothills that serves as a key academic and cultural hub for the Dahlonega area.
  • A. North Georgia Agricultural College facility chosen
    The North Georgia Agricultural College facility is a historic educational building in Dahlonega, Georgia, that occupies the former U.S. Branch Mint structure and serves as part of the University of North Georgia campus.
  • B. University System of Georgia
    The University System of Georgia is the state-wide public higher education system that oversees and coordinates Georgia’s public colleges and universities.
  • C. Fort Valley State College
    Fort Valley State College is a historically Black public institution of higher education in Fort Valley, Georgia, known for its role in educating African American students in the 20th century.
  • D. College of Coastal Georgia
    The College of Coastal Georgia is a public institution of higher education located near the Georgia coast that offers associate and baccalaureate degree programs.
  • E. Technical College System of Georgia
    The Technical College System of Georgia is the statewide network of public technical colleges and workforce development programs that provides career-focused education and training across Georgia.
  • F. None of above.

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_69a8871289048190b00b0d7744b7b2b1 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3d2836c8190a35cb6d8e2dd4bdf completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbdb5d7c8190ab3e7c368041c641 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfcae8a348190aa5688d0d183c323 completed March 8, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69adfd713c4081908a2fae2fada76dae completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.