Triple

T18431364
Position Surface form Disambiguated ID Type / Status
Subject Talladega Scenic Drive E450277 entity
Predicate partOf P40 FINISHED
Object Talladega National Forest road system
The Talladega National Forest road system is a network of forest roads and scenic byways in eastern Alabama that provides access to recreation areas, overlooks, and natural features within the Talladega National Forest.
E450277 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: Talladega National Forest road system | Statement: [Talladega Scenic Drive, partOf, Talladega National Forest road system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talladega National Forest road system
Context triple: [Talladega Scenic Drive, partOf, Talladega National Forest road system]
  • A. Chattahoochee-Oconee National Forest road network
    The Chattahoochee-Oconee National Forest road network is an interconnected system of forest service roads providing access to recreation areas, trailheads, and management sites across the Chattahoochee-Oconee National Forest in Georgia.
  • B. Talladega Scenic Drive
    Talladega Scenic Drive is a picturesque roadway in Alabama known for its sweeping mountain vistas, forested landscapes, and access to outdoor recreation within the Talladega National Forest.
  • C. Longleaf Trace
    Longleaf Trace is a popular multi-use recreational rail-trail in southern Mississippi known for its scenic route through forests and small communities.
  • D. Barrington Tops Forest Road
    Barrington Tops Forest Road is a scenic high-altitude route through Barrington Tops National Park in New South Wales, Australia, providing access to lookouts, walking tracks, and subalpine landscapes.
  • E. Skyline Drive (Alabama)
    Skyline Drive (Alabama) is a scenic roadway that traverses the high elevations of Cheaha Mountain, offering access to viewpoints and recreational areas in Alabama’s highest region.
  • 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: Talladega National Forest road system
Triple: [Talladega Scenic Drive, partOf, Talladega National Forest road system]
Generated description
The Talladega National Forest road system is a network of forest roads and scenic byways in eastern Alabama that provides access to recreation areas, overlooks, and natural features within the Talladega National Forest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talladega National Forest road system
Target entity description: The Talladega National Forest road system is a network of forest roads and scenic byways in eastern Alabama that provides access to recreation areas, overlooks, and natural features within the Talladega National Forest.
  • A. Chattahoochee-Oconee National Forest road network
    The Chattahoochee-Oconee National Forest road network is an interconnected system of forest service roads providing access to recreation areas, trailheads, and management sites across the Chattahoochee-Oconee National Forest in Georgia.
  • B. Talladega Scenic Drive chosen
    Talladega Scenic Drive is a picturesque roadway in Alabama known for its sweeping mountain vistas, forested landscapes, and access to outdoor recreation within the Talladega National Forest.
  • C. Longleaf Trace
    Longleaf Trace is a popular multi-use recreational rail-trail in southern Mississippi known for its scenic route through forests and small communities.
  • D. Barrington Tops Forest Road
    Barrington Tops Forest Road is a scenic high-altitude route through Barrington Tops National Park in New South Wales, Australia, providing access to lookouts, walking tracks, and subalpine landscapes.
  • E. Skyline Drive (Alabama)
    Skyline Drive (Alabama) is a scenic roadway that traverses the high elevations of Cheaha Mountain, offering access to viewpoints and recreational areas in Alabama’s highest region.
  • F. None of above.

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_69d8d381d6388190a9e94e9c658174e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e51b1771788190b26afdf65e9de502 completed April 19, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0af8d008190a32d98e48208df37 completed May 13, 2026, 3:31 a.m.
NEDg Description generation batch_6a03f2f8800c8190b88f1d1971c4cc4c completed May 13, 2026, 3:41 a.m.
NED2 Entity disambiguation (via description) batch_6a03f3f1d64c8190b18269128d7e1f68 completed May 13, 2026, 3:45 a.m.
Created at: April 10, 2026, 11:26 a.m.