Triple

T5339205
Position Surface form Disambiguated ID Type / Status
Subject Tonto National Forest E123902 entity
Predicate contains P35 FINISHED
Object Payson Ranger District
Payson Ranger District is a management area within Arizona’s Tonto National Forest known for its pine forests, outdoor recreation, and proximity to the Mogollon Rim.
 E511305 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: Payson Ranger District | Statement: [Tonto National Forest, contains, Payson Ranger District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Payson Ranger District
Context triple: [Tonto National Forest, contains, Payson Ranger District]
  • A. Barlow Ranger District
    Barlow Ranger District is an administrative unit of the U.S. Forest Service responsible for managing a portion of the Mount Hood National Forest in Oregon.
  • B. Zigzag Ranger District
    Zigzag Ranger District is an administrative unit of the U.S. Forest Service responsible for managing a portion of Oregon’s Mount Hood National Forest, including its recreation, conservation, and resource use.
  • C. Socorro Ranger District
    The Socorro Ranger District is an administrative unit of the Cibola National Forest in central New Mexico that manages public lands and natural resources, including the San Mateo Mountains.
  • D. Unaka Ranger District
    Unaka Ranger District is a management unit of the Cherokee National Forest in eastern Tennessee, known for its rugged Appalachian terrain, diverse wildlife, and extensive hiking and recreation opportunities.
  • E. Ocoee Ranger District
    The Ocoee Ranger District is a management unit within Tennessee’s Cherokee National Forest known for its rugged mountain landscapes, whitewater recreation on the Ocoee River, and extensive hiking and camping opportunities.
  • 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: Payson Ranger District
Triple: [Tonto National Forest, contains, Payson Ranger District]
Generated description
Payson Ranger District is a management area within Arizona’s Tonto National Forest known for its pine forests, outdoor recreation, and proximity to the Mogollon Rim.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Payson Ranger District
Target entity description: Payson Ranger District is a management area within Arizona’s Tonto National Forest known for its pine forests, outdoor recreation, and proximity to the Mogollon Rim.
  • A. Barlow Ranger District
    Barlow Ranger District is an administrative unit of the U.S. Forest Service responsible for managing a portion of the Mount Hood National Forest in Oregon.
  • B. Zigzag Ranger District
    Zigzag Ranger District is an administrative unit of the U.S. Forest Service responsible for managing a portion of Oregon’s Mount Hood National Forest, including its recreation, conservation, and resource use.
  • C. Socorro Ranger District
    The Socorro Ranger District is an administrative unit of the Cibola National Forest in central New Mexico that manages public lands and natural resources, including the San Mateo Mountains.
  • D. Unaka Ranger District
    Unaka Ranger District is a management unit of the Cherokee National Forest in eastern Tennessee, known for its rugged Appalachian terrain, diverse wildlife, and extensive hiking and recreation opportunities.
  • E. Ocoee Ranger District
    The Ocoee Ranger District is a management unit within Tennessee’s Cherokee National Forest known for its rugged mountain landscapes, whitewater recreation on the Ocoee River, and extensive hiking and camping opportunities.
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85c8415c819099a0b26e07360f01 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18c54ca4819095ca1d81ee061937 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf197733b48190910bdd60fbd94fff completed March 21, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69bf19e2d1fc81909030e32bb18d46dc completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 2 p.m.