Triple

T5104949

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cochise County, Arizona	`E115068`	entity
Predicate	contains	`P35`	FINISHED
Object	Coronado National Forest (parts) Coronado National Forest is a U.S. National Forest in southeastern Arizona and southwestern New Mexico known for its “sky island” mountain ranges, diverse ecosystems, and extensive outdoor recreation opportunities.	`E494212`	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: Coronado National Forest (parts) | Statement: [Cochise County, Arizona, contains, Coronado National Forest (parts)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Coronado National Forest (parts)
Context triple: [Cochise County, Arizona, contains, Coronado National Forest (parts)]

A. Cibola National Forest (portion)
Cibola National Forest (portion) is a federally managed forested and mountainous area in central New Mexico known for its diverse wildlife, recreation opportunities, and protected natural landscapes.
B. Cibola National Forest
Cibola National Forest is a large U.S. national forest in New Mexico and neighboring states, known for its diverse ecosystems, rugged mountains, and extensive recreational opportunities.
C. Tonto National Forest (partial)
Tonto National Forest is a large, diverse national forest in central Arizona known for its rugged mountains, desert landscapes, and extensive recreational opportunities.
D. Eldorado National Forest
Eldorado National Forest is a large U.S. national forest in California known for its mountainous terrain, extensive conifer forests, and popular outdoor recreation opportunities such as hiking, camping, and skiing.
E. Los Padres National Forest
Los Padres National Forest is a vast protected wilderness in central and southern California known for its rugged mountains, diverse ecosystems, and extensive opportunities for hiking, camping, and wildlife viewing.
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: Coronado National Forest (parts)
Triple: [Cochise County, Arizona, contains, Coronado National Forest (parts)]

Generated description

Coronado National Forest is a U.S. National Forest in southeastern Arizona and southwestern New Mexico known for its “sky island” mountain ranges, diverse ecosystems, and extensive outdoor recreation opportunities.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Coronado National Forest (parts)
Target entity description: Coronado National Forest is a U.S. National Forest in southeastern Arizona and southwestern New Mexico known for its “sky island” mountain ranges, diverse ecosystems, and extensive outdoor recreation opportunities.

A. Cibola National Forest (portion)
Cibola National Forest (portion) is a federally managed forested and mountainous area in central New Mexico known for its diverse wildlife, recreation opportunities, and protected natural landscapes.
B. Cibola National Forest
Cibola National Forest is a large U.S. national forest in New Mexico and neighboring states, known for its diverse ecosystems, rugged mountains, and extensive recreational opportunities.
C. Tonto National Forest (partial)
Tonto National Forest is a large, diverse national forest in central Arizona known for its rugged mountains, desert landscapes, and extensive recreational opportunities.
D. Eldorado National Forest
Eldorado National Forest is a large U.S. national forest in California known for its mountainous terrain, extensive conifer forests, and popular outdoor recreation opportunities such as hiking, camping, and skiing.
E. Los Padres National Forest
Los Padres National Forest is a vast protected wilderness in central and southern California known for its rugged mountains, diverse ecosystems, and extensive opportunities for hiking, camping, and wildlife viewing.
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_69bd4440b3348190be1251fd8b7951f1`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd7589e40c8190a46e4a1b7142be14`	completed	March 20, 2026, 4:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69beba95dbd48190a7d87f3af77424e0`	completed	March 21, 2026, 3:34 p.m.
NEDg	Description generation	`batch_69bebb5e60e08190b030f5eeaac49ab7`	completed	March 21, 2026, 3:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69bebd1f6e348190b61c89706b683ff3`	completed	March 21, 2026, 3:45 p.m.

Created at: March 20, 2026, 1:41 p.m.