Triple

T12421488
Position Surface form Disambiguated ID Type / Status
Subject Coconino National Forest E296782 entity
Predicate contains P35 FINISHED
Object Flagstaff Ranger District
Flagstaff Ranger District is a management area of the Coconino National Forest centered around Flagstaff, Arizona, overseeing recreation, conservation, and forest resources on the surrounding public lands.
 E983039 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: Flagstaff Ranger District | Statement: [Coconino National Forest, contains, Flagstaff Ranger District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flagstaff Ranger District
Context triple: [Coconino National Forest, contains, Flagstaff Ranger District]
  • A. Socorro Ranger District
    The Socorro Ranger District is an administrative unit of the Cibola National Forest in central New Mexico that manages public lands and natural resources, including the San Mateo Mountains.
  • B. Mesa Ranger District
    Mesa Ranger District is an administrative unit of the Tonto National Forest in central Arizona, responsible for managing recreation, wildlife, and natural resources in the Mesa-area portion of the forest.
  • C. Red Rock Ranger District
    Red Rock Ranger District is a scenic management area in northern Arizona known for its striking red rock formations, popular hiking trails, and outdoor recreation opportunities around Sedona.
  • D. Santa Catalina Ranger District
    Santa Catalina Ranger District is a U.S. Forest Service administrative unit in southern Arizona that manages the Mount Lemmon area and surrounding lands of the Santa Catalina Mountains within Coronado National Forest.
  • E. 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.
  • 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: Flagstaff Ranger District
Triple: [Coconino National Forest, contains, Flagstaff Ranger District]
Generated description
Flagstaff Ranger District is a management area of the Coconino National Forest centered around Flagstaff, Arizona, overseeing recreation, conservation, and forest resources on the surrounding public lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flagstaff Ranger District
Target entity description: Flagstaff Ranger District is a management area of the Coconino National Forest centered around Flagstaff, Arizona, overseeing recreation, conservation, and forest resources on the surrounding public lands.
  • A. Socorro Ranger District
    The Socorro Ranger District is an administrative unit of the Cibola National Forest in central New Mexico that manages public lands and natural resources, including the San Mateo Mountains.
  • B. Mesa Ranger District
    Mesa Ranger District is an administrative unit of the Tonto National Forest in central Arizona, responsible for managing recreation, wildlife, and natural resources in the Mesa-area portion of the forest.
  • C. Red Rock Ranger District
    Red Rock Ranger District is a scenic management area in northern Arizona known for its striking red rock formations, popular hiking trails, and outdoor recreation opportunities around Sedona.
  • D. Santa Catalina Ranger District
    Santa Catalina Ranger District is a U.S. Forest Service administrative unit in southern Arizona that manages the Mount Lemmon area and surrounding lands of the Santa Catalina Mountains within Coronado National Forest.
  • E. 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.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d702b1481909db5f5bed6292ce0 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f0265fc81909a6288d11b78c2f9 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6403711bc8190b214d4b06792a538 completed May 2, 2026, 6:19 p.m.
NED2 Entity disambiguation (via description) batch_69f640f543c08190b95b16a8909eebf8 completed May 2, 2026, 6:22 p.m.
Created at: April 8, 2026, 9:55 p.m.