Triple

T687014
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 520 E13305 entity
Predicate connectsCity P4245 FINISHED
Object Waycross, Georgia
Waycross, Georgia is a small city in southeastern Georgia known as a regional railroad hub and gateway to the Okefenokee Swamp.
 E123066 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: Waycross, Georgia | Statement: [Georgia State Route 520, connectsCity, Waycross, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waycross, Georgia
Context triple: [Georgia State Route 520, connectsCity, Waycross, Georgia]
  • A. Palmetto, Georgia
    Palmetto, Georgia is a small city in the Atlanta metropolitan area known for its historic character and location spanning both Fulton and Coweta counties.
  • B. Richland, Georgia
    Richland, Georgia is a small city in Stewart County in southwestern Georgia, known historically as a rural community and regional crossroads.
  • C. Vincent, Alabama
    Vincent, Alabama is a small town in central Alabama known for its rural character and location within the Birmingham–Hoover metropolitan area.
  • D. Stovall, Georgia
    Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
  • E. Toccoa, Georgia
    Toccoa, Georgia is a small city in northeastern Georgia known for its historic downtown, nearby Toccoa Falls, and role as a regional hub in the Appalachian foothills.
  • 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: Waycross, Georgia
Triple: [Georgia State Route 520, connectsCity, Waycross, Georgia]
Generated description
Waycross, Georgia is a small city in southeastern Georgia known as a regional railroad hub and gateway to the Okefenokee Swamp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waycross, Georgia
Target entity description: Waycross, Georgia is a small city in southeastern Georgia known as a regional railroad hub and gateway to the Okefenokee Swamp.
  • A. Palmetto, Georgia
    Palmetto, Georgia is a small city in the Atlanta metropolitan area known for its historic character and location spanning both Fulton and Coweta counties.
  • B. Richland, Georgia
    Richland, Georgia is a small city in Stewart County in southwestern Georgia, known historically as a rural community and regional crossroads.
  • C. Vincent, Alabama
    Vincent, Alabama is a small town in central Alabama known for its rural character and location within the Birmingham–Hoover metropolitan area.
  • D. Stovall, Georgia
    Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
  • E. Toccoa, Georgia
    Toccoa, Georgia is a small city in northeastern Georgia known for its historic downtown, nearby Toccoa Falls, and role as a regional hub in the Appalachian foothills.
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a093ac988190bb339616a3ed5adb completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4279b23c8190854732f4d6d5d6cd completed March 7, 2026, 3:21 p.m.
NEDg Description generation batch_69ac430384ec8190a307c895bb12a122 completed March 7, 2026, 3:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac437b62bc8190abfb721c570b4768 completed March 7, 2026, 3:25 p.m.
Created at: March 1, 2026, 7:36 p.m.