Triple

T7625694
Position Surface form Disambiguated ID Type / Status
Subject Ringgold, Georgia E172624 entity
Predicate transportation P230 FINISHED
Object Georgia State Route 151
Georgia State Route 151 is a state highway in northwest Georgia that connects the Ringgold area to nearby communities and major regional routes.
 E679008 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 151 | Statement: [Ringgold, Georgia, transportation, Georgia State Route 151]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 151
Context triple: [Ringgold, Georgia, transportation, Georgia State Route 151]
  • A. Georgia State Route 15
    Georgia State Route 15 is a major north–south state highway in Georgia that connects numerous towns and cities across the state, often paralleling U.S. Route 441.
  • B. Georgia State Route 153
    Georgia State Route 153 is a state highway in Georgia that serves as a regional connector route in the area around Ellaville.
  • C. Georgia State Route 111
    Georgia State Route 111 is a state highway in southern Georgia that connects the city of Cairo with other nearby communities and regional routes.
  • D. Georgia State Route 11
    Georgia State Route 11 is a primary north–south state highway in Georgia that connects several key cities and communities across the state.
  • E. Georgia State Route 117
    Georgia State Route 117 is a state highway in central Georgia that connects several rural communities and counties, including Laurens County, providing a regional north–south transportation link.
  • 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 151
Triple: [Ringgold, Georgia, transportation, Georgia State Route 151]
Generated description
Georgia State Route 151 is a state highway in northwest Georgia that connects the Ringgold area to nearby communities and major regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 151
Target entity description: Georgia State Route 151 is a state highway in northwest Georgia that connects the Ringgold area to nearby communities and major regional routes.
  • A. Georgia State Route 15
    Georgia State Route 15 is a major north–south state highway in Georgia that connects numerous towns and cities across the state, often paralleling U.S. Route 441.
  • B. Georgia State Route 153
    Georgia State Route 153 is a state highway in Georgia that serves as a regional connector route in the area around Ellaville.
  • C. Georgia State Route 111
    Georgia State Route 111 is a state highway in southern Georgia that connects the city of Cairo with other nearby communities and regional routes.
  • D. Georgia State Route 11
    Georgia State Route 11 is a primary north–south state highway in Georgia that connects several key cities and communities across the state.
  • E. Georgia State Route 117
    Georgia State Route 117 is a state highway in central Georgia that connects several rural communities and counties, including Laurens County, providing a regional north–south transportation link.
  • 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa8039148190a492a0a25bcc7c55 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89ab1132481909e525e90764df041 completed March 29, 2026, 3:21 a.m.
NEDg Description generation batch_69c89b9d22e88190b08543c975ce7898 completed March 29, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69c89c2e62848190a5339707ba401772 completed March 29, 2026, 3:27 a.m.
Created at: March 27, 2026, 3:56 p.m.