Triple

T14318472
Position Surface form Disambiguated ID Type / Status
Subject EPA Level III ecoregions of the United States E355017 entity
Predicate hasExampleRegion P285 FINISHED
Object Central Appalachians ecoregion
The Central Appalachians ecoregion is a heavily forested, mountainous area of the Appalachian range known for its high biodiversity, extensive hardwood forests, and rugged plateaus spanning parts of the eastern United States.
E1093289 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: Central Appalachians ecoregion | Statement: [EPA Level III ecoregions of the United States, hasExampleRegion, Central Appalachians ecoregion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Appalachians ecoregion
Context triple: [EPA Level III ecoregions of the United States, hasExampleRegion, Central Appalachians ecoregion]
  • A. Appalachian Highlands division
    The Appalachian Highlands division is a major physiographic region of eastern North America characterized by ancient, eroded mountains, plateaus, and valleys extending from Canada to the southern United States.
  • B. United States Midwest–Appalachian transition region
    The United States Midwest–Appalachian transition region is a geographic and cultural zone where the industrial Midwest gradually blends into the mountainous, historically coal-mining Appalachian area, sharing characteristics of both regions.
  • C. Appalachian Basin
    The Appalachian Basin is a large sedimentary basin in the eastern United States that preserves a thick sequence of Paleozoic rocks and important fossil fuel resources, shaped by multiple mountain-building events.
  • D. Appalachia
    Appalachia is a culturally distinct region of the eastern United States known for its mountainous terrain, coal mining heritage, and rich traditions in folk music and storytelling.
  • E. Ohio Valley region
    The Ohio Valley region is a historically significant area along the Ohio River in the eastern United States, known as an early center of frontier settlement, religious movements, and economic development.
  • 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: Central Appalachians ecoregion
Triple: [EPA Level III ecoregions of the United States, hasExampleRegion, Central Appalachians ecoregion]
Generated description
The Central Appalachians ecoregion is a heavily forested, mountainous area of the Appalachian range known for its high biodiversity, extensive hardwood forests, and rugged plateaus spanning parts of the eastern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Appalachians ecoregion
Target entity description: The Central Appalachians ecoregion is a heavily forested, mountainous area of the Appalachian range known for its high biodiversity, extensive hardwood forests, and rugged plateaus spanning parts of the eastern United States.
  • A. Appalachian Highlands division
    The Appalachian Highlands division is a major physiographic region of eastern North America characterized by ancient, eroded mountains, plateaus, and valleys extending from Canada to the southern United States.
  • B. United States Midwest–Appalachian transition region
    The United States Midwest–Appalachian transition region is a geographic and cultural zone where the industrial Midwest gradually blends into the mountainous, historically coal-mining Appalachian area, sharing characteristics of both regions.
  • C. Appalachian Basin
    The Appalachian Basin is a large sedimentary basin in the eastern United States that preserves a thick sequence of Paleozoic rocks and important fossil fuel resources, shaped by multiple mountain-building events.
  • D. Appalachia
    Appalachia is a culturally distinct region of the eastern United States known for its mountainous terrain, coal mining heritage, and rich traditions in folk music and storytelling.
  • E. Ohio Valley region
    The Ohio Valley region is a historically significant area along the Ohio River in the eastern United States, known as an early center of frontier settlement, religious movements, and economic development.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de883a93548190ac671b001d15d0bd completed April 14, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd468a3b788190812ff0eed84fd139 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd473650cc81908fa55e6021161a15 completed May 8, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd4851528c81909855c0f8484c278e completed May 8, 2026, 2:20 a.m.
Created at: April 10, 2026, 1:13 a.m.