Triple

T3649545
Position Surface form Disambiguated ID Type / Status
Subject Cherokee County, Georgia E77384 entity
Predicate majorHighway P385 FINISHED
Object Georgia State Route 140
Georgia State Route 140 is a state highway in northwestern Georgia that connects several communities as it runs generally east–west between the Rome area and the northern suburbs of Atlanta.
E385348 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 140 | Statement: [Cherokee County, Georgia, majorHighway, Georgia State Route 140]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 140
Context triple: [Cherokee County, Georgia, majorHighway, Georgia State Route 140]
  • A. Georgia State Route 141
    Georgia State Route 141 is a significant north–south state highway in the Atlanta metropolitan area that serves as a key commuter and commercial corridor through communities such as Johns Creek.
  • B. Georgia State Route 14
    Georgia State Route 14 is a primary state highway in western Georgia that runs through the Atlanta metropolitan area, connecting communities such as College Park with other regional destinations.
  • C. Georgia State Route 41
    Georgia State Route 41 is a state highway in west-central Georgia that runs north–south through several rural communities, including the town of Warm Springs.
  • D. Georgia State Route 401
    Georgia State Route 401 is the unsigned internal designation for the segment of Interstate 75 that runs through the state of Georgia.
  • E. Georgia State Route 34
    Georgia State Route 34 is an east–west state highway in west-central Georgia that connects several communities, including Newnan in Coweta County, serving as a key regional transportation corridor.
  • 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 140
Triple: [Cherokee County, Georgia, majorHighway, Georgia State Route 140]
Generated description
Georgia State Route 140 is a state highway in northwestern Georgia that connects several communities as it runs generally east–west between the Rome area and the northern suburbs of Atlanta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 140
Target entity description: Georgia State Route 140 is a state highway in northwestern Georgia that connects several communities as it runs generally east–west between the Rome area and the northern suburbs of Atlanta.
  • A. Georgia State Route 141
    Georgia State Route 141 is a significant north–south state highway in the Atlanta metropolitan area that serves as a key commuter and commercial corridor through communities such as Johns Creek.
  • B. Georgia State Route 14
    Georgia State Route 14 is a primary state highway in western Georgia that runs through the Atlanta metropolitan area, connecting communities such as College Park with other regional destinations.
  • C. Georgia State Route 41
    Georgia State Route 41 is a state highway in west-central Georgia that runs north–south through several rural communities, including the town of Warm Springs.
  • D. Georgia State Route 401
    Georgia State Route 401 is the unsigned internal designation for the segment of Interstate 75 that runs through the state of Georgia.
  • E. Georgia State Route 34
    Georgia State Route 34 is an east–west state highway in west-central Georgia that connects several communities, including Newnan in Coweta County, serving as a key regional transportation corridor.
  • 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_69ad85de1b988190a45f8dbfebc806fc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc38fa1988190b630329700afc3dd completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e4dcd15c8190a763363adb7740c4 completed March 14, 2026, 4:32 a.m.
NEDg Description generation batch_69b4e56d65b08190a2ee4619ec09ba0f completed March 14, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69b4e5de1e788190b99e32d4fa2a0942 completed March 14, 2026, 4:36 a.m.
Created at: March 8, 2026, 3:24 p.m.