Triple

T5242820

Position	Surface form	Disambiguated ID	Type / Status
Subject	Southeastern Arizona	`E118384`	entity
Predicate	hasProtectedArea	`P855`	FINISHED
Object	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.	`E618549`	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 | Statement: [Southeastern Arizona, hasProtectedArea, Coronado National Forest]

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

Target entity: Coronado National Forest
Context triple: [Southeastern Arizona, hasProtectedArea, Coronado National Forest]

A. 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.
B. Carson National Forest
Carson National Forest is a large U.S. national forest in northern New Mexico known for its rugged mountains, diverse wildlife, and extensive recreational opportunities such as hiking, camping, and skiing.
C. 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.
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. San Bernardino National Forest
San Bernardino National Forest is a large protected forest area in Southern California known for its rugged mountain landscapes, 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: Coronado National Forest
Triple: [Southeastern Arizona, hasProtectedArea, Coronado National Forest]

Generated description

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.

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

Target entity: Coronado National Forest
Target entity description: 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.

A. 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.
B. Carson National Forest
Carson National Forest is a large U.S. national forest in northern New Mexico known for its rugged mountains, diverse wildlife, and extensive recreational opportunities such as hiking, camping, and skiing.
C. 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.
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. San Bernardino National Forest
San Bernardino National Forest is a large protected forest area in Southern California known for its rugged mountain landscapes, 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_69bd4468aacc8190a8196f71855cdf4f`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd7b4c6fa8819099442b1b110e51fb`	completed	March 20, 2026, 4:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c712687f408190ac948dcc990e8e08`	completed	March 27, 2026, 11:27 p.m.
NEDg	Description generation	`batch_69c7132017a881909a8f4a8d4635d53f`	completed	March 27, 2026, 11:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69c715cc0c9c8190aae641eaffa5bd7b`	completed	March 27, 2026, 11:42 p.m.

Created at: March 20, 2026, 1:49 p.m.