Triple

T14927999
Position Surface form Disambiguated ID Type / Status
Subject Lithia Springs, Georgia E372180 entity
Predicate roadNetwork P385 FINISHED
Object Thornton Road corridor
The Thornton Road corridor is a major commercial and transportation artery in the Lithia Springs area of Georgia, lined with businesses, retail centers, and access to regional highways.
E1127319 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: Thornton Road corridor | Statement: [Lithia Springs, Georgia, roadNetwork, Thornton Road corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thornton Road corridor
Context triple: [Lithia Springs, Georgia, roadNetwork, Thornton Road corridor]
  • A. Highland Avenue corridor
    The Highland Avenue corridor is a major north–south thoroughfare in Los Angeles that connects Hollywood and central city neighborhoods, serving as a key route for local traffic and access to cultural and entertainment destinations.
  • B. Randall Road corridor
    The Randall Road corridor is a major commercial strip in Algonquin, Illinois, lined with shopping centers, restaurants, and other retail businesses.
  • C. Brighton Road corridor
    The Brighton Road corridor is a key urban thoroughfare in Melbourne that functions as a major public transport and traffic route, particularly for tram services connecting the inner city with southern suburbs.
  • D. Kingston Road corridor
    The Kingston Road corridor is a major arterial route and transit corridor running through eastern Toronto that serves as a key link between the city and its eastern suburbs.
  • E. Steeles Avenue corridor
    The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
  • 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: Thornton Road corridor
Triple: [Lithia Springs, Georgia, roadNetwork, Thornton Road corridor]
Generated description
The Thornton Road corridor is a major commercial and transportation artery in the Lithia Springs area of Georgia, lined with businesses, retail centers, and access to regional highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thornton Road corridor
Target entity description: The Thornton Road corridor is a major commercial and transportation artery in the Lithia Springs area of Georgia, lined with businesses, retail centers, and access to regional highways.
  • A. Highland Avenue corridor
    The Highland Avenue corridor is a major north–south thoroughfare in Los Angeles that connects Hollywood and central city neighborhoods, serving as a key route for local traffic and access to cultural and entertainment destinations.
  • B. Randall Road corridor
    The Randall Road corridor is a major commercial strip in Algonquin, Illinois, lined with shopping centers, restaurants, and other retail businesses.
  • C. Brighton Road corridor
    The Brighton Road corridor is a key urban thoroughfare in Melbourne that functions as a major public transport and traffic route, particularly for tram services connecting the inner city with southern suburbs.
  • D. Kingston Road corridor
    The Kingston Road corridor is a major arterial route and transit corridor running through eastern Toronto that serves as a key link between the city and its eastern suburbs.
  • E. Steeles Avenue corridor
    The Steeles Avenue corridor is a major east–west arterial route in the Greater Toronto Area that serves as a key transit and development spine, including for Brampton’s Zum bus rapid transit service.
  • 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded634e67881909daec9eaef188d09 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72c4f9c481909642efccb29f71d4 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe744b9c048190ae2a64da53d8ffac completed May 8, 2026, 11:39 p.m.
NED2 Entity disambiguation (via description) batch_69fe74d510808190a2379a2380fc327e completed May 8, 2026, 11:42 p.m.
Created at: April 10, 2026, 2:35 a.m.