Triple

T15042129
Position Surface form Disambiguated ID Type / Status
Subject Arden, North Carolina E378625 entity
Predicate locatedIn P40 FINISHED
Object French Broad River valley area
The French Broad River valley area is a scenic region in western North Carolina characterized by the winding French Broad River, surrounding Appalachian foothills, and a mix of rural communities and growing suburbs near Asheville.
E1133023 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: French Broad River valley area | Statement: [Arden, North Carolina, locatedIn, French Broad River valley area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French Broad River valley area
Context triple: [Arden, North Carolina, locatedIn, French Broad River valley area]
  • A. Gasconade River valley
    The Gasconade River valley is a scenic region in central Missouri known for its winding river, forested bluffs, and rugged limestone cliffs.
  • B. Root River valley
    Root River valley is a scenic, deeply carved river valley in the unglaciated Driftless Area of the Upper Midwest, known for its bluffs, trout streams, and outdoor recreation.
  • C. Loue River valley
    The Loue River valley is a scenic region in eastern France known for its dramatic limestone gorges, lush landscapes, and picturesque villages along the Loue River.
  • D. Mississippi River valley
    The Mississippi River valley is a vast, fertile lowland region in the central United States shaped by the Mississippi River, historically crucial for agriculture, trade, and settlement.
  • E. Grand River valley
    Grand River valley is the broad, glacially carved valley in western Michigan shaped by the Grand River as it flows toward Lake Michigan.
  • 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: French Broad River valley area
Triple: [Arden, North Carolina, locatedIn, French Broad River valley area]
Generated description
The French Broad River valley area is a scenic region in western North Carolina characterized by the winding French Broad River, surrounding Appalachian foothills, and a mix of rural communities and growing suburbs near Asheville.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French Broad River valley area
Target entity description: The French Broad River valley area is a scenic region in western North Carolina characterized by the winding French Broad River, surrounding Appalachian foothills, and a mix of rural communities and growing suburbs near Asheville.
  • A. Gasconade River valley
    The Gasconade River valley is a scenic region in central Missouri known for its winding river, forested bluffs, and rugged limestone cliffs.
  • B. Root River valley
    Root River valley is a scenic, deeply carved river valley in the unglaciated Driftless Area of the Upper Midwest, known for its bluffs, trout streams, and outdoor recreation.
  • C. Loue River valley
    The Loue River valley is a scenic region in eastern France known for its dramatic limestone gorges, lush landscapes, and picturesque villages along the Loue River.
  • D. Mississippi River valley
    The Mississippi River valley is a vast, fertile lowland region in the central United States shaped by the Mississippi River, historically crucial for agriculture, trade, and settlement.
  • E. Grand River valley
    Grand River valley is the broad, glacially carved valley in western Michigan shaped by the Grand River as it flows toward Lake Michigan.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82f73208190bb55fa6b20074e27 completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9de388508190bb0ecc04740cbe15 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9f2b71808190b961193ae1ddebf0 completed May 9, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69fe9fa89bd481909235d2ec377a0d8e completed May 9, 2026, 2:44 a.m.
Created at: April 10, 2026, 3 a.m.