Triple

T298265
Position Surface form Disambiguated ID Type / Status
Subject Georgia Gold Rush E6140 entity
Predicate significantSettlement P8239 FINISHED
Object Dahlonega, Georgia
Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
E42810 NE FINISHED

How this triple was built (5 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: Dahlonega, Georgia | Statement: [Georgia Gold Rush, significantSettlement, Dahlonega, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dahlonega, Georgia
Context triple: [Georgia Gold Rush, significantSettlement, Dahlonega, Georgia]
  • A. Senoia, Georgia
    Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
  • B. Luthersville, Georgia
    Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
  • C. Pine Mountain, Georgia
    Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
  • D. Hogansville, Georgia
    Hogansville, Georgia is a small historic city in west-central Georgia known for its preserved downtown, annual Hummingbird Festival, and location along Interstate 85 between Atlanta and Columbus.
  • E. Woodbury, Georgia
    Woodbury, Georgia is a small city in Meriwether County known for its rural character and historic railroad and agricultural roots in west-central 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: Dahlonega, Georgia
Triple: [Georgia Gold Rush, significantSettlement, Dahlonega, Georgia]
Generated description
Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dahlonega, Georgia
Target entity description: Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
  • A. Senoia, Georgia
    Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
  • B. Luthersville, Georgia
    Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
  • C. Pine Mountain, Georgia
    Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
  • D. Hogansville, Georgia
    Hogansville, Georgia is a small historic city in west-central Georgia known for its preserved downtown, annual Hummingbird Festival, and location along Interstate 85 between Atlanta and Columbus.
  • E. Woodbury, Georgia
    Woodbury, Georgia is a small city in Meriwether County known for its rural character and historic railroad and agricultural roots in west-central Georgia.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: significantSettlement
Context triple: [Georgia Gold Rush, significantSettlement, Dahlonega, Georgia]
  • A. settled
    Indicates that an entity established residence or a stable presence in a place, typically after moving from elsewhere.
  • B. associatedWithSettlement chosen
    Indicates a relationship where an entity is linked or connected to a particular settlement, such as a town, village, or city.
  • C. servesSettlement
    Indicates that one entity provides services or support to a particular settlement or community.
  • D. settlementType
    Indicates the specific kind or category of human settlement an entity represents, such as a city, village, town, or hamlet.
  • E. significantEvent
    Indicates that an event involving the entities is of notable importance or impact within a given context.
  • F. None of above.

Provenance (6 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea4778cc8190be7b648a82542891 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d23d72308190b35d2e6d745d6ee6 completed March 1, 2026, 5:44 a.m.
NEDg Description generation batch_69a3d2c542548190a5e8b39df0dfb874 completed March 1, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69a3d3b33c508190a45a3d9a35095674 completed March 1, 2026, 5:50 a.m.
PD Predicate disambiguation batch_69a2e937af888190a0960708f09ae033 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:06 p.m.