Triple

T1971485
Position Surface form Disambiguated ID Type / Status
Subject Dahlonega, Georgia E42810 entity
Predicate hasEducationalInstitution P113 FINISHED
Object University of North Georgia
The University of North Georgia is a public institution and designated senior military college known for its academic programs and Corps of Cadets, with its main campus located in the Appalachian foothills of northern Georgia.
E220226 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 | Statement: [Dahlonega, Georgia, hasEducationalInstitution, University of North Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of North Georgia
Context triple: [Dahlonega, Georgia, hasEducationalInstitution, University of North Georgia]
  • A. Albany State University
    Albany State University is a public historically Black university (HBCU) located in Albany, Georgia, offering a range of undergraduate and graduate programs.
  • B. Georgia State University
    Georgia State University is a large public research university known for its diverse student body and urban campus in downtown Atlanta, Georgia.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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
Triple: [Dahlonega, Georgia, hasEducationalInstitution, University of North Georgia]
Generated description
The University of North Georgia is a public institution and designated senior military college known for its academic programs and Corps of Cadets, with its main campus located in the Appalachian foothills of northern Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of North Georgia
Target entity description: The University of North Georgia is a public institution and designated senior military college known for its academic programs and Corps of Cadets, with its main campus located in the Appalachian foothills of northern Georgia.
  • A. Albany State University
    Albany State University is a public historically Black university (HBCU) located in Albany, Georgia, offering a range of undergraduate and graduate programs.
  • B. Georgia State University
    Georgia State University is a large public research university known for its diverse student body and urban campus in downtown Atlanta, Georgia.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_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.