Triple

T2271894
Position Surface form Disambiguated ID Type / Status
Subject Mogollon Rim E50677 entity
Predicate overlooks P1323 FINISHED
Object Tonto National Forest
Tonto National Forest is a vast and diverse protected area in central Arizona known for its dramatic desert-to-mountain landscapes, lakes, and extensive recreational opportunities.
 E324287 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: Tonto National Forest | Statement: [Mogollon Rim, overlooks, Tonto National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tonto National Forest
Context triple: [Mogollon Rim, overlooks, Tonto National Forest]
  • A. Coconino National Forest
    Coconino National Forest is a vast and diverse U.S. national forest in northern Arizona known for its dramatic red rock formations, high-elevation peaks, and extensive recreational opportunities.
  • B. Prescott National Forest
    Prescott National Forest is a protected expanse of forests, mountains, and canyons in central Arizona known for its outdoor recreation, diverse wildlife, and scenic landscapes.
  • C. Toiyabe National Forest
    Toiyabe National Forest is a vast U.S. national forest spanning rugged mountain ranges and high desert landscapes in Nevada and eastern California, known for its remote wilderness, hiking, and wildlife habitat.
  • D. Modoc National Forest
    Modoc National Forest is a large protected forest area in northeastern California known for its volcanic landscapes, diverse wildlife, and extensive opportunities for outdoor recreation.
  • E. Santa Fe National Forest
    Santa Fe National Forest is a large protected area in northern New Mexico known for its diverse mountain landscapes, forests, and extensive recreational opportunities such as hiking, camping, and skiing.
  • 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: Tonto National Forest
Triple: [Mogollon Rim, overlooks, Tonto National Forest]
Generated description
Tonto National Forest is a vast and diverse protected area in central Arizona known for its dramatic desert-to-mountain landscapes, lakes, and extensive recreational opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tonto National Forest
Target entity description: Tonto National Forest is a vast and diverse protected area in central Arizona known for its dramatic desert-to-mountain landscapes, lakes, and extensive recreational opportunities.
  • A. Coconino National Forest
    Coconino National Forest is a vast and diverse U.S. national forest in northern Arizona known for its dramatic red rock formations, high-elevation peaks, and extensive recreational opportunities.
  • B. Prescott National Forest
    Prescott National Forest is a protected expanse of forests, mountains, and canyons in central Arizona known for its outdoor recreation, diverse wildlife, and scenic landscapes.
  • C. Toiyabe National Forest
    Toiyabe National Forest is a vast U.S. national forest spanning rugged mountain ranges and high desert landscapes in Nevada and eastern California, known for its remote wilderness, hiking, and wildlife habitat.
  • D. Modoc National Forest
    Modoc National Forest is a large protected forest area in northeastern California known for its volcanic landscapes, diverse wildlife, and extensive opportunities for outdoor recreation.
  • E. Santa Fe National Forest
    Santa Fe National Forest is a large protected area in northern New Mexico known for its diverse mountain landscapes, forests, and extensive recreational opportunities such as hiking, camping, and skiing.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1c0de488190876b644cdaa41637 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69b1f84713348190857e24a57a717cf9 completed March 11, 2026, 11:18 p.m.
NEDg Description generation batch_69b1f8e5cdd08190840321d7ad1fe1e2 completed March 11, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_69b1f968f17c81908b1e96f482546b80 completed March 11, 2026, 11:23 p.m.
Created at: March 4, 2026, 7:48 p.m.