Triple

T10122036
Position Surface form Disambiguated ID Type / Status
Subject Liberty Lake E223316 entity
Predicate partOf P40 FINISHED
Object Humboldt-Toiyabe National Forest
Humboldt-Toiyabe National Forest is the largest U.S. National Forest outside Alaska, spanning vast and diverse mountainous and desert landscapes across Nevada and parts of eastern California.
 E864877 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: Humboldt-Toiyabe National Forest | Statement: [Liberty Lake, partOf, Humboldt-Toiyabe National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Humboldt-Toiyabe National Forest
Context triple: [Liberty Lake, partOf, Humboldt-Toiyabe National Forest]
  • A. Inyo National Forest
    Inyo National Forest is a vast protected area in eastern California known for its dramatic Sierra Nevada landscapes, including high peaks, ancient bristlecone pine forests, and popular outdoor recreation opportunities.
  • B. Sierra National Forest
    Sierra National Forest is a large U.S. national forest in California’s Sierra Nevada known for its rugged mountain landscapes, dense conifer forests, and extensive outdoor recreation opportunities.
  • C. 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.
  • D. 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.
  • E. Coronado National Forest
    Coronado National Forest is a U.S. national forest known for its diverse “sky island” mountain ranges, varied ecosystems from desert to alpine, and extensive recreational opportunities in southern Arizona and New Mexico.
  • 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: Humboldt-Toiyabe National Forest
Triple: [Liberty Lake, partOf, Humboldt-Toiyabe National Forest]
Generated description
Humboldt-Toiyabe National Forest is the largest U.S. National Forest outside Alaska, spanning vast and diverse mountainous and desert landscapes across Nevada and parts of eastern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Humboldt-Toiyabe National Forest
Target entity description: Humboldt-Toiyabe National Forest is the largest U.S. National Forest outside Alaska, spanning vast and diverse mountainous and desert landscapes across Nevada and parts of eastern California.
  • A. Inyo National Forest
    Inyo National Forest is a vast protected area in eastern California known for its dramatic Sierra Nevada landscapes, including high peaks, ancient bristlecone pine forests, and popular outdoor recreation opportunities.
  • B. Sierra National Forest
    Sierra National Forest is a large U.S. national forest in California’s Sierra Nevada known for its rugged mountain landscapes, dense conifer forests, and extensive outdoor recreation opportunities.
  • C. 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.
  • D. 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.
  • E. Coronado National Forest
    Coronado National Forest is a U.S. national forest known for its diverse “sky island” mountain ranges, varied ecosystems from desert to alpine, and extensive recreational opportunities in southern Arizona and New Mexico.
  • 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_69ca8422047c81909d66b717b8b18cf3 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd26846b8819098594bf211920eb2 completed April 2, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d89f0c0c588190870b2145be187908 completed April 10, 2026, 6:56 a.m.
NEDg Description generation batch_69d8a11d04fc8190a448e7c846d21cb5 completed April 10, 2026, 7:05 a.m.
NED2 Entity disambiguation (via description) batch_69d8a2b82bb48190899f37a967fef444 completed April 10, 2026, 7:11 a.m.
Created at: March 30, 2026, 9:05 p.m.