Triple

T10368124
Position Surface form Disambiguated ID Type / Status
Subject Hot Springs, Arkansas E244307 entity
Predicate partOf P40 FINISHED
Object Ouachita National Forest (nearby region) E188416 NE FINISHED

How this triple was built (2 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: Ouachita National Forest (nearby region) | Statement: [Hot Springs, Arkansas, partOf, Ouachita National Forest (nearby region)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ouachita National Forest (nearby region)
Context triple: [Hot Springs, Arkansas, partOf, Ouachita National Forest (nearby region)]
  • A. Ouachita National Forest chosen
    Ouachita National Forest is a large, federally protected forested area in the Ouachita Mountains known for its rugged terrain, scenic drives, and extensive opportunities for hiking, camping, and outdoor recreation.
  • B. Arkansas Timberlands region
    The Arkansas Timberlands region is a heavily forested area in southern Arkansas known for its timber industry, outdoor recreation, and small rural communities.
  • C. Lake Ouachita State Park
    Lake Ouachita State Park is a scenic Arkansas state park centered around one of the state’s largest and clearest lakes, offering camping, boating, fishing, and hiking in the Ouachita Mountains.
  • D. Ozark National Forest
    Ozark National Forest is a federally protected woodland area in northern Arkansas known for its rugged Ozark Mountains scenery, extensive hiking trails, and diverse wildlife.
  • E. Piney Woods
    Piney Woods is a heavily forested ecoregion of East Texas and neighboring states, known for its dense pine forests, rich biodiversity, and historic rural communities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e97106448190a075948e63184f47 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d79550b2ec8190ada086ddfeb398af completed April 9, 2026, 12:02 p.m.
Created at: April 6, 2026, 12:01 p.m.