Triple

T12071800
Position Surface form Disambiguated ID Type / Status
Subject Holly Springs, Mississippi E287440 entity
Predicate nearProtectedArea P350 FINISHED
Object Holly Springs National Forest
Holly Springs National Forest is a federally managed woodland area in northern Mississippi known for its pine and hardwood forests, recreational opportunities, and wildlife habitat.
 E1009461 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: Holly Springs National Forest | Statement: [Holly Springs, Mississippi, nearProtectedArea, Holly Springs National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Holly Springs National Forest
Context triple: [Holly Springs, Mississippi, nearProtectedArea, Holly Springs National Forest]
  • A. Conecuh National Forest
    Conecuh National Forest is a federally managed forest in southern Alabama known for its longleaf pine ecosystems, wetlands, and diverse wildlife habitat.
  • B. Uwharrie National Forest
    Uwharrie National Forest is a federally managed forest in central North Carolina known for its rolling Uwharrie Mountains, extensive hiking and off-road trails, and diverse wildlife habitats.
  • C. William B. Bankhead National Forest
    William B. Bankhead National Forest is a federally protected forest in northwestern Alabama known for its rugged canyons, waterfalls, and extensive hiking and recreation opportunities.
  • D. Tuskegee National Forest
    Tuskegee National Forest is a small U.S. national forest in eastern Alabama known for its pine woodlands, wildlife habitat, and recreational opportunities such as hiking, hunting, and fishing.
  • E. Ouachita National Forest
    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.
  • 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: Holly Springs National Forest
Triple: [Holly Springs, Mississippi, nearProtectedArea, Holly Springs National Forest]
Generated description
Holly Springs National Forest is a federally managed woodland area in northern Mississippi known for its pine and hardwood forests, recreational opportunities, and wildlife habitat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Holly Springs National Forest
Target entity description: Holly Springs National Forest is a federally managed woodland area in northern Mississippi known for its pine and hardwood forests, recreational opportunities, and wildlife habitat.
  • A. Conecuh National Forest
    Conecuh National Forest is a federally managed forest in southern Alabama known for its longleaf pine ecosystems, wetlands, and diverse wildlife habitat.
  • B. Uwharrie National Forest
    Uwharrie National Forest is a federally managed forest in central North Carolina known for its rolling Uwharrie Mountains, extensive hiking and off-road trails, and diverse wildlife habitats.
  • C. William B. Bankhead National Forest
    William B. Bankhead National Forest is a federally protected forest in northwestern Alabama known for its rugged canyons, waterfalls, and extensive hiking and recreation opportunities.
  • D. Tuskegee National Forest
    Tuskegee National Forest is a small U.S. national forest in eastern Alabama known for its pine woodlands, wildlife habitat, and recreational opportunities such as hiking, hunting, and fishing.
  • E. Ouachita National Forest
    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.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045a507081909070ea37173d6f97 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a52fcfa081909cc312a56bf12693 completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a616f6e4819096c9850434882548 completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a716bb2c81909dccc5ddbf3c92b5 completed May 3, 2026, 1:38 a.m.
Created at: April 8, 2026, 9:48 p.m.