Triple

T5250165
Position Surface form Disambiguated ID Type / Status
Subject Blue Line (MARTA) E118566 entity
Predicate servesStation P839 FINISHED
Object Georgia State station
Georgia State station is an urban rapid transit stop on Atlanta’s MARTA system that primarily serves the Georgia State University campus and surrounding downtown area.
 E506266 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 State station | Statement: [Blue Line (MARTA), servesStation, Georgia State station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State station
Context triple: [Blue Line (MARTA), servesStation, Georgia State station]
  • A. Sandy Springs station
    Sandy Springs station is a rapid transit stop on Atlanta’s MARTA Red Line serving the northern suburb of Sandy Springs, Georgia.
  • B. Savannah station
    Savannah station is a passenger rail station in Savannah, Georgia, serving as a key stop and terminus for Amtrak services in the southeastern United States.
  • C. Terminal Station (Macon, Georgia)
    Terminal Station in Macon, Georgia is a historic early-20th-century Beaux-Arts train station that once served as a major passenger rail hub for central Georgia.
  • D. Jacksonville station
    Jacksonville station is a major Amtrak passenger rail station in Jacksonville, Florida, serving as a key stop for long-distance trains along the East Coast.
  • E. East Point station (MARTA)
    East Point station (MARTA) is a rapid transit station in East Point, Georgia, on Atlanta’s MARTA rail system, providing access to the surrounding residential and commercial areas.
  • 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 State station
Triple: [Blue Line (MARTA), servesStation, Georgia State station]
Generated description
Georgia State station is an urban rapid transit stop on Atlanta’s MARTA system that primarily serves the Georgia State University campus and surrounding downtown area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State station
Target entity description: Georgia State station is an urban rapid transit stop on Atlanta’s MARTA system that primarily serves the Georgia State University campus and surrounding downtown area.
  • A. Sandy Springs station
    Sandy Springs station is a rapid transit stop on Atlanta’s MARTA Red Line serving the northern suburb of Sandy Springs, Georgia.
  • B. Savannah station
    Savannah station is a passenger rail station in Savannah, Georgia, serving as a key stop and terminus for Amtrak services in the southeastern United States.
  • C. Terminal Station (Macon, Georgia)
    Terminal Station in Macon, Georgia is a historic early-20th-century Beaux-Arts train station that once served as a major passenger rail hub for central Georgia.
  • D. Jacksonville station
    Jacksonville station is a major Amtrak passenger rail station in Jacksonville, Florida, serving as a key stop for long-distance trains along the East Coast.
  • E. East Point station (MARTA)
    East Point station (MARTA) is a rapid transit station in East Point, Georgia, on Atlanta’s MARTA rail system, providing access to the surrounding residential and commercial areas.
  • 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_69bd4468aacc8190a8196f71855cdf4f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b79ae0c81908a9b8614f6886259 completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe6cd9ac81909a97ff26d061746a completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff1e44388190a449cf364f750b8b completed March 21, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69beffb133208190a705629dfe6d3bbb completed March 21, 2026, 8:29 p.m.
Created at: March 20, 2026, 1:50 p.m.