Triple

T14494205
Position Surface form Disambiguated ID Type / Status
Subject Oglethorpe County, Georgia E359447 entity
Predicate largestCity P235 FINISHED
Object Crawford, Georgia
Crawford, Georgia is a small city in northeastern Georgia that serves as the primary population and commercial center of Oglethorpe County.
E1118337 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: Crawford, Georgia | Statement: [Oglethorpe County, Georgia, largestCity, Crawford, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crawford, Georgia
Context triple: [Oglethorpe County, Georgia, largestCity, Crawford, Georgia]
  • A. Crawfordville, Georgia
    Crawfordville, Georgia is a small historic town in Taliaferro County best known as the birthplace and longtime home of Alexander H. Stephens, vice president of the Confederate States.
  • B. Calhoun, Georgia
    Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
  • C. Townsend, Georgia
    Townsend, Georgia is a small unincorporated community in coastal southeastern Georgia known for its rural character and proximity to marshlands and waterways.
  • D. Blakely, Georgia
    Blakely, Georgia is a small city in southwestern Georgia that serves as the administrative and economic center of Early County.
  • E. Guyton, Georgia
    Guyton, Georgia is a small city in southeastern Georgia known for its historic charm and role as a residential community within the Savannah metropolitan area.
  • 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: Crawford, Georgia
Triple: [Oglethorpe County, Georgia, largestCity, Crawford, Georgia]
Generated description
Crawford, Georgia is a small city in northeastern Georgia that serves as the primary population and commercial center of Oglethorpe County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crawford, Georgia
Target entity description: Crawford, Georgia is a small city in northeastern Georgia that serves as the primary population and commercial center of Oglethorpe County.
  • A. Crawfordville, Georgia
    Crawfordville, Georgia is a small historic town in Taliaferro County best known as the birthplace and longtime home of Alexander H. Stephens, vice president of the Confederate States.
  • B. Calhoun, Georgia
    Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
  • C. Townsend, Georgia
    Townsend, Georgia is a small unincorporated community in coastal southeastern Georgia known for its rural character and proximity to marshlands and waterways.
  • D. Blakely, Georgia
    Blakely, Georgia is a small city in southwestern Georgia that serves as the administrative and economic center of Early County.
  • E. Guyton, Georgia
    Guyton, Georgia is a small city in southeastern Georgia known for its historic charm and role as a residential community within the Savannah metropolitan area.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de930f34d08190b4b30e54e2f702ed completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cd6c0dc8190847a887ae51c6c5b completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe139d6198819087ffa9114b22a440 completed May 8, 2026, 4:47 p.m.
NED2 Entity disambiguation (via description) batch_69fe14409b008190b7c94478cd9ff0a2 completed May 8, 2026, 4:50 p.m.
Created at: April 10, 2026, 1:21 a.m.