Triple

T5220172
Position Surface form Disambiguated ID Type / Status
Subject Western Montana E117849 entity
Predicate hasNationalForest P11107 FINISHED
Object Lolo National Forest
Lolo National Forest is a large, mountainous national forest in western Montana known for its dense conifer forests, wildlife habitat, and extensive outdoor recreation opportunities.
 E607837 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: Lolo National Forest | Statement: [Western Montana, hasNationalForest, Lolo National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lolo National Forest
Context triple: [Western Montana, hasNationalForest, Lolo National Forest]
  • A. Ochoco National Forest
    Ochoco National Forest is a federally managed forest in central Oregon known for its rugged mountains, ponderosa pine forests, and extensive opportunities for camping, hiking, hunting, and other outdoor recreation.
  • B. Plumas National Forest
    Plumas National Forest is a federally protected forest in northern California known for its rugged Sierra Nevada landscapes, extensive conifer forests, and abundant outdoor recreation opportunities such as camping, hiking, and fishing.
  • C. Helena National Forest
    Helena National Forest is a protected wilderness area in west-central Montana known for its mountainous landscapes, forests, and extensive opportunities for outdoor recreation such as hiking, camping, and wildlife viewing.
  • D. Payette National Forest
    Payette National Forest is a large, mountainous national forest in west-central Idaho known for its rugged wilderness, extensive conifer forests, and abundant outdoor recreation opportunities.
  • E. Umatilla National Forest
    Umatilla National Forest is a federally managed forest in northeastern Oregon and southeastern Washington known for its rugged Blue Mountains terrain, diverse wildlife, and extensive outdoor recreation 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: Lolo National Forest
Triple: [Western Montana, hasNationalForest, Lolo National Forest]
Generated description
Lolo National Forest is a large, mountainous national forest in western Montana known for its dense conifer forests, wildlife habitat, and extensive outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lolo National Forest
Target entity description: Lolo National Forest is a large, mountainous national forest in western Montana known for its dense conifer forests, wildlife habitat, and extensive outdoor recreation opportunities.
  • A. Ochoco National Forest
    Ochoco National Forest is a federally managed forest in central Oregon known for its rugged mountains, ponderosa pine forests, and extensive opportunities for camping, hiking, hunting, and other outdoor recreation.
  • B. Plumas National Forest
    Plumas National Forest is a federally protected forest in northern California known for its rugged Sierra Nevada landscapes, extensive conifer forests, and abundant outdoor recreation opportunities such as camping, hiking, and fishing.
  • C. Helena National Forest
    Helena National Forest is a protected wilderness area in west-central Montana known for its mountainous landscapes, forests, and extensive opportunities for outdoor recreation such as hiking, camping, and wildlife viewing.
  • D. Payette National Forest
    Payette National Forest is a large, mountainous national forest in west-central Idaho known for its rugged wilderness, extensive conifer forests, and abundant outdoor recreation opportunities.
  • E. Umatilla National Forest
    Umatilla National Forest is a federally managed forest in northeastern Oregon and southeastern Washington known for its rugged Blue Mountains terrain, diverse wildlife, and extensive outdoor recreation 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ab846548190bcd2c5cd238f6cd9 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e3ff314c8190b66f8b0a7ae3c039 completed March 27, 2026, 8:09 p.m.
NEDg Description generation batch_69c6e7c75140819082a32e4662e0b07c completed March 27, 2026, 8:25 p.m.
NED2 Entity disambiguation (via description) batch_69c6e8881b848190bd6184aeaf311d24 completed March 27, 2026, 8:28 p.m.
Created at: March 20, 2026, 1:48 p.m.