Triple

T14207918
Position Surface form Disambiguated ID Type / Status
Subject Appling, Georgia E352148 entity
Predicate servedBy P82 FINISHED
Object Georgia State Route 104
Georgia State Route 104 is a state highway in east-central Georgia that connects communities in the Augusta metropolitan area and surrounding Columbia County.
E1092843 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 104 | Statement: [Appling, Georgia, servedBy, Georgia State Route 104]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 104
Context triple: [Appling, Georgia, servedBy, Georgia State Route 104]
  • A. Georgia State Route 109
    Georgia State Route 109 is a state highway in west-central Georgia that runs east–west through several counties, including Troup County, connecting local communities and major routes.
  • B. Georgia State Route 10
    Georgia State Route 10 is a major east–west state highway in Georgia that connects Atlanta to several cities across the state, including Athens and Washington.
  • C. Georgia State Route 101
    Georgia State Route 101 is a state highway in Georgia that runs generally north–south through several counties in the western part of the state, connecting communities such as Villa Rica and Rome.
  • D. 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.
  • E. Georgia State Route 100
    Georgia State Route 100 is a state highway in western Georgia that runs north–south through several rural communities and small towns, including Luthersville.
  • 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 104
Triple: [Appling, Georgia, servedBy, Georgia State Route 104]
Generated description
Georgia State Route 104 is a state highway in east-central Georgia that connects communities in the Augusta metropolitan area and surrounding Columbia County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 104
Target entity description: Georgia State Route 104 is a state highway in east-central Georgia that connects communities in the Augusta metropolitan area and surrounding Columbia County.
  • A. Georgia State Route 109
    Georgia State Route 109 is a state highway in west-central Georgia that runs east–west through several counties, including Troup County, connecting local communities and major routes.
  • B. Georgia State Route 10
    Georgia State Route 10 is a major east–west state highway in Georgia that connects Atlanta to several cities across the state, including Athens and Washington.
  • C. Georgia State Route 101
    Georgia State Route 101 is a state highway in Georgia that runs generally north–south through several counties in the western part of the state, connecting communities such as Villa Rica and Rome.
  • D. 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.
  • E. Georgia State Route 100
    Georgia State Route 100 is a state highway in western Georgia that runs north–south through several rural communities and small towns, including Luthersville.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61f84f288190877116330bd54393 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4676a2bc8190af239516ddbbf5e3 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd477d0dd4819084116b385077324c completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd4828f44c81908903d1391c83cc60 completed May 8, 2026, 2:19 a.m.
Created at: April 10, 2026, 1:05 a.m.