Triple

T2865971
Position Surface form Disambiguated ID Type / Status
Subject Madison County, Mississippi E63438 entity
Predicate countySeat P383 FINISHED
Object Canton, Mississippi
Canton, Mississippi is a small historic city in central Mississippi known for its preserved courthouse square, role as a regional filming location, and annual cultural festivals.
 E367744 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: Canton, Mississippi | Statement: [Madison County, Mississippi, countySeat, Canton, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Canton, Mississippi
Context triple: [Madison County, Mississippi, countySeat, Canton, Mississippi]
  • A. Cleveland, Mississippi
    Cleveland, Mississippi is a small city in the Mississippi Delta region known for its educational institutions, including Delta State University, and its rich blues and cultural heritage.
  • B. Decatur, Mississippi
    Decatur, Mississippi is a small town in Newton County best known as the birthplace of civil rights leader Medgar Evers.
  • C. Pearlington, Mississippi
    Pearlington, Mississippi is a small unincorporated community in Hancock County near the Louisiana border, known for its proximity to NASA’s Stennis Space Center and the Pearl River.
  • D. Tupelo, Mississippi
    Tupelo, Mississippi is a small city in northeastern Mississippi best known as the birthplace of Elvis Presley and for its role in Civil War and blues history.
  • E. Greenville, Mississippi
    Greenville, Mississippi is a small city in the Mississippi Delta known for its rich blues heritage and agricultural economy along the Mississippi River.
  • 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: Canton, Mississippi
Triple: [Madison County, Mississippi, countySeat, Canton, Mississippi]
Generated description
Canton, Mississippi is a small historic city in central Mississippi known for its preserved courthouse square, role as a regional filming location, and annual cultural festivals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Canton, Mississippi
Target entity description: Canton, Mississippi is a small historic city in central Mississippi known for its preserved courthouse square, role as a regional filming location, and annual cultural festivals.
  • A. Cleveland, Mississippi
    Cleveland, Mississippi is a small city in the Mississippi Delta region known for its educational institutions, including Delta State University, and its rich blues and cultural heritage.
  • B. Decatur, Mississippi
    Decatur, Mississippi is a small town in Newton County best known as the birthplace of civil rights leader Medgar Evers.
  • C. Pearlington, Mississippi
    Pearlington, Mississippi is a small unincorporated community in Hancock County near the Louisiana border, known for its proximity to NASA’s Stennis Space Center and the Pearl River.
  • D. Tupelo, Mississippi
    Tupelo, Mississippi is a small city in northeastern Mississippi best known as the birthplace of Elvis Presley and for its role in Civil War and blues history.
  • E. Greenville, Mississippi
    Greenville, Mississippi is a small city in the Mississippi Delta known for its rich blues heritage and agricultural economy along the Mississippi River.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfbb7ed4819096ca65391077e2af completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b38ba5bc088190bd656c2959cdfb6a completed March 13, 2026, 3:59 a.m.
NEDg Description generation batch_69b3acb9a94c81909f6d0a3f43dc43e9 completed March 13, 2026, 6:20 a.m.
NED2 Entity disambiguation (via description) batch_69b3ad2484288190ad5c603418e984fb completed March 13, 2026, 6:22 a.m.
Created at: March 6, 2026, 10:02 p.m.