Triple

T5316520
Position Surface form Disambiguated ID Type / Status
Subject Richland, Georgia E119162 entity
Predicate servedByRailHistorically P19012 FINISHED
Object Georgia Southwestern Railroad
Georgia Southwestern Railroad is a regional shortline railroad in the U.S. state of Georgia that has provided freight rail service to several small communities and industries in the region.
E511087 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: Georgia Southwestern Railroad | Statement: [Richland, Georgia, servedByRailHistorically, Georgia Southwestern Railroad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgia Southwestern Railroad
Context triple: [Richland, Georgia, servedByRailHistorically, Georgia Southwestern Railroad]
  • A. Georgia Railroad
    The Georgia Railroad was a 19th-century American railway company that played a key role in developing transportation and commerce across the state of Georgia.
  • B. Alabama Great Southern Railroad
    The Alabama Great Southern Railroad was a historic rail line in the southeastern United States that later became part of the Southern Railway system.
  • C. Central of Georgia Railway
    The Central of Georgia Railway was a major regional railroad in the southeastern United States that played a key role in the transportation and economic development of Georgia and surrounding states from the 19th through the mid-20th century.
  • D. East Tennessee, Virginia and Georgia Railway
    The East Tennessee, Virginia and Georgia Railway was a 19th-century American railroad system that connected key parts of the southeastern United States and later became a major component of the Southern Railway network.
  • E. South Carolina Railroad
    The South Carolina Railroad was a pioneering 19th-century American railway that played a key role in early Southern transportation and commerce.
  • 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: Georgia Southwestern Railroad
Triple: [Richland, Georgia, servedByRailHistorically, Georgia Southwestern Railroad]
Generated description
Georgia Southwestern Railroad is a regional shortline railroad in the U.S. state of Georgia that has provided freight rail service to several small communities and industries in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgia Southwestern Railroad
Target entity description: Georgia Southwestern Railroad is a regional shortline railroad in the U.S. state of Georgia that has provided freight rail service to several small communities and industries in the region.
  • A. Georgia Railroad
    The Georgia Railroad was a 19th-century American railway company that played a key role in developing transportation and commerce across the state of Georgia.
  • B. Alabama Great Southern Railroad
    The Alabama Great Southern Railroad was a historic rail line in the southeastern United States that later became part of the Southern Railway system.
  • C. Central of Georgia Railway
    The Central of Georgia Railway was a major regional railroad in the southeastern United States that played a key role in the transportation and economic development of Georgia and surrounding states from the 19th through the mid-20th century.
  • D. East Tennessee, Virginia and Georgia Railway
    The East Tennessee, Virginia and Georgia Railway was a 19th-century American railroad system that connected key parts of the southeastern United States and later became a major component of the Southern Railway network.
  • E. South Carolina Railroad
    The South Carolina Railroad was a pioneering 19th-century American railway that played a key role in early Southern transportation and commerce.
  • 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd91aab9348190a373b30bb305f933 completed March 20, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf110e89548190a5eb0bad6ab0483b completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf1263876c8190a278f06ad8ac816a completed March 21, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69bf12c123008190a0d3f3c23af59819 completed March 21, 2026, 9:50 p.m.
Created at: March 20, 2026, 1:54 p.m.