Triple

T13948853
Position Surface form Disambiguated ID Type / Status
Subject Walker County, Georgia E335461 entity
Predicate hasMajorHighway P385 FINISHED
Object Georgia State Route 157
Georgia State Route 157 is a state highway in northwestern Georgia that runs along Lookout Mountain, connecting rural communities and scenic areas in Walker County and surrounding regions.
E1075964 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 157 | Statement: [Walker County, Georgia, hasMajorHighway, Georgia State Route 157]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 157
Context triple: [Walker County, Georgia, hasMajorHighway, Georgia State Route 157]
  • A. 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.
  • 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 155
    Georgia State Route 155 is a state highway in Georgia that runs through several counties south of Atlanta, serving communities such as Griffin and connecting local and regional road networks.
  • D. 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.
  • E. 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.
  • 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 157
Triple: [Walker County, Georgia, hasMajorHighway, Georgia State Route 157]
Generated description
Georgia State Route 157 is a state highway in northwestern Georgia that runs along Lookout Mountain, connecting rural communities and scenic areas in Walker County and surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 157
Target entity description: Georgia State Route 157 is a state highway in northwestern Georgia that runs along Lookout Mountain, connecting rural communities and scenic areas in Walker County and surrounding regions.
  • A. 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.
  • 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 155
    Georgia State Route 155 is a state highway in Georgia that runs through several counties south of Atlanta, serving communities such as Griffin and connecting local and regional road networks.
  • D. 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.
  • E. 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.
  • 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_69d81c6081b88190b53e317c3370c8fe completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e12171c8190b95746bdd4845def completed April 14, 2026, 12:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc321c600819085052392de9b0b53 completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc26cfe8588190a7204dd9b966d26d completed May 7, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69fc27d1aaa08190a00cb15e5beb8c88 completed May 7, 2026, 5:49 a.m.
Created at: April 9, 2026, 10:17 p.m.