Triple

T7241867
Position Surface form Disambiguated ID Type / Status
Subject Cairo, Georgia, United States E156375 entity
Predicate hasTransportation P105 FINISHED
Object Georgia State Route 93
Georgia State Route 93 is a state highway in southwestern Georgia that connects the city of Cairo with several nearby communities and regional routes.
 E654813 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 Route 93 | Statement: [Cairo, Georgia, United States, hasTransportation, Georgia State Route 93]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 93
Context triple: [Cairo, Georgia, United States, hasTransportation, Georgia State Route 93]
  • A. Georgia State Route 90
    Georgia State Route 90 is a state highway in Georgia that runs through several central and southwest counties, connecting small towns and rural communities.
  • B. Georgia State Route 96
    Georgia State Route 96 is an east–west state highway in Georgia that connects several small towns and rural communities in the central part of the state.
  • C. Georgia State Route 97
    Georgia State Route 97 is a state highway in southwestern Georgia that connects several rural communities and provides regional access through Decatur County and surrounding areas.
  • D. Georgia State Route 92
    Georgia State Route 92 is a north–south state highway in Georgia that connects several suburban and rural communities in the Atlanta metropolitan area and beyond.
  • E. Georgia State Route 91
    Georgia State Route 91 is a state highway in southwestern Georgia that runs through several counties, including Seminole County, connecting small towns and rural areas to larger regional routes.
  • 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 Route 93
Triple: [Cairo, Georgia, United States, hasTransportation, Georgia State Route 93]
Generated description
Georgia State Route 93 is a state highway in southwestern Georgia that connects the city of Cairo with several nearby communities and regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 93
Target entity description: Georgia State Route 93 is a state highway in southwestern Georgia that connects the city of Cairo with several nearby communities and regional routes.
  • A. Georgia State Route 90
    Georgia State Route 90 is a state highway in Georgia that runs through several central and southwest counties, connecting small towns and rural communities.
  • B. Georgia State Route 96
    Georgia State Route 96 is an east–west state highway in Georgia that connects several small towns and rural communities in the central part of the state.
  • C. Georgia State Route 97
    Georgia State Route 97 is a state highway in southwestern Georgia that connects several rural communities and provides regional access through Decatur County and surrounding areas.
  • D. Georgia State Route 92
    Georgia State Route 92 is a north–south state highway in Georgia that connects several suburban and rural communities in the Atlanta metropolitan area and beyond.
  • E. Georgia State Route 91
    Georgia State Route 91 is a state highway in southwestern Georgia that runs through several counties, including Seminole County, connecting small towns and rural areas to larger regional routes.
  • 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_69c68827b5e481908dc05e145b2c92d4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea552a688190a00f5d0ad982f787 completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e51f35b88190a1d6b12903d93cee completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e6671e2c8190aed42aa673540efa completed March 28, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_69c7e6cd820881909ef8fd3bc28d2716 completed March 28, 2026, 2:33 p.m.
Created at: March 27, 2026, 2:55 p.m.