Triple

T800005
Position Surface form Disambiguated ID Type / Status
Subject Fayetteville, Georgia E17107 entity
Predicate region P40 FINISHED
Object Piedmont region of Georgia
The Piedmont region of Georgia is a central plateau area characterized by rolling hills, red clay soils, and a mix of urban centers and forests that forms a transitional zone between the mountains and the coastal plain.
E97428 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: Piedmont region of Georgia | Statement: [Fayetteville, Georgia, region, Piedmont region of Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Piedmont region of Georgia
Context triple: [Fayetteville, Georgia, region, Piedmont region of Georgia]
  • A. Piedmont region of Virginia
    The Piedmont region of Virginia is a rolling plateau between the Blue Ridge Mountains and the Coastal Plain, characterized by fertile farmland, historic estates, and growing exurban communities.
  • B. Piedmont region of North Carolina
    The Piedmont region of North Carolina is a central plateau area of the state characterized by rolling hills, major cities like Durham, Raleigh, and Charlotte, and a diverse mix of industry, education, and culture.
  • C. Piedmont
    Piedmont is a historically significant region in northwestern Italy, known for its role in the unification of Italy and for its rich wine, culinary, and alpine traditions.
  • D. Piedmont
    Piedmont is a small, affluent residential city completely surrounded by Oakland in California’s San Francisco Bay Area.
  • E. West Central Georgia
    West Central Georgia is a region of the U.S. state of Georgia characterized by its small towns, rolling rural landscapes, and historic sites including the Warm Springs area associated with President Franklin D. Roosevelt.
  • 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: Piedmont region of Georgia
Triple: [Fayetteville, Georgia, region, Piedmont region of Georgia]
Generated description
The Piedmont region of Georgia is a central plateau area characterized by rolling hills, red clay soils, and a mix of urban centers and forests that forms a transitional zone between the mountains and the coastal plain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Piedmont region of Georgia
Target entity description: The Piedmont region of Georgia is a central plateau area characterized by rolling hills, red clay soils, and a mix of urban centers and forests that forms a transitional zone between the mountains and the coastal plain.
  • A. Piedmont region of Virginia
    The Piedmont region of Virginia is a rolling plateau between the Blue Ridge Mountains and the Coastal Plain, characterized by fertile farmland, historic estates, and growing exurban communities.
  • B. Piedmont region of North Carolina
    The Piedmont region of North Carolina is a central plateau area of the state characterized by rolling hills, major cities like Durham, Raleigh, and Charlotte, and a diverse mix of industry, education, and culture.
  • C. Piedmont
    Piedmont is a historically significant region in northwestern Italy, known for its role in the unification of Italy and for its rich wine, culinary, and alpine traditions.
  • D. Piedmont
    Piedmont is a small, affluent residential city completely surrounded by Oakland in California’s San Francisco Bay Area.
  • E. West Central Georgia
    West Central Georgia is a region of the U.S. state of Georgia characterized by its small towns, rolling rural landscapes, and historic sites including the Warm Springs area associated with President Franklin D. Roosevelt.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7cb26dc8190bdd3a278b8695873 completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d818e208190a8f3b165c0770e09 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a7810893c081909b1085101eb2a444 completed March 4, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7825bb0948190a5b4d3454c0d449c completed March 4, 2026, 12:52 a.m.
Created at: March 1, 2026, 7:38 p.m.