Triple

T12398696
Position Surface form Disambiguated ID Type / Status
Subject Mableton, Georgia E296189 entity
Predicate hasTransportation P105 FINISHED
Object Georgia State Route 139
Georgia State Route 139 is a state highway in the Atlanta metropolitan area that connects several communities in western Georgia, including Mableton.
 E988389 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 139 | Statement: [Mableton, Georgia, hasTransportation, Georgia State Route 139]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 139
Context triple: [Mableton, Georgia, hasTransportation, Georgia State Route 139]
  • A. Georgia State Route 133
    Georgia State Route 133 is a state highway in southwestern Georgia that connects several communities and facilitates regional travel between cities such as Albany and Valdosta.
  • B. Georgia State Route 137
    Georgia State Route 137 is a state highway in west-central Georgia that runs through several rural counties, connecting small communities and providing regional access to larger routes.
  • C. Georgia State Route 130
    Georgia State Route 130 is a state highway in southeastern Georgia that serves as a regional connector route, including access to and from the city of Vidalia.
  • D. Georgia State Route 13
    Georgia State Route 13 is a state highway in Georgia that runs through the Atlanta metropolitan area, largely paralleling Interstate 85 and serving as a major local thoroughfare.
  • E. Georgia State Route 138
    Georgia State Route 138 is an east–west state highway in the Atlanta metropolitan area of Georgia that connects several suburbs and major routes south of the city.
  • 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 139
Triple: [Mableton, Georgia, hasTransportation, Georgia State Route 139]
Generated description
Georgia State Route 139 is a state highway in the Atlanta metropolitan area that connects several communities in western Georgia, including Mableton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 139
Target entity description: Georgia State Route 139 is a state highway in the Atlanta metropolitan area that connects several communities in western Georgia, including Mableton.
  • A. Georgia State Route 133
    Georgia State Route 133 is a state highway in southwestern Georgia that connects several communities and facilitates regional travel between cities such as Albany and Valdosta.
  • B. Georgia State Route 137
    Georgia State Route 137 is a state highway in west-central Georgia that runs through several rural counties, connecting small communities and providing regional access to larger routes.
  • C. Georgia State Route 130
    Georgia State Route 130 is a state highway in southeastern Georgia that serves as a regional connector route, including access to and from the city of Vidalia.
  • D. Georgia State Route 13
    Georgia State Route 13 is a state highway in Georgia that runs through the Atlanta metropolitan area, largely paralleling Interstate 85 and serving as a major local thoroughfare.
  • E. Georgia State Route 138
    Georgia State Route 138 is an east–west state highway in the Atlanta metropolitan area of Georgia that connects several suburbs and major routes south of the city.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd448f08190af425a569d7ed158 completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64b941d208190b75de2083b8b74a4 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64da25bf88190889273bf41e2f154 completed May 2, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f65213ed84819086fda178aaf9e774 completed May 2, 2026, 7:35 p.m.
Created at: April 8, 2026, 9:54 p.m.