Triple

T19752003
Position Surface form Disambiguated ID Type / Status
Subject Bolivar County, Mississippi E474400 entity
Predicate hasTown P847 FINISHED
Object Beulah, Mississippi
Beulah, Mississippi is a small town in the Mississippi Delta region known for its rural character and location along the Mississippi River in Bolivar County.
 E1515908 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: Beulah, Mississippi | Statement: [Bolivar County, Mississippi, hasTown, Beulah, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beulah, Mississippi
Context triple: [Bolivar County, Mississippi, hasTown, Beulah, Mississippi]
  • A. Byhalia, Mississippi
    Byhalia, Mississippi is a small town in northern Mississippi known for its rural character and proximity to the Memphis metropolitan area.
  • B. Baldwyn, Mississippi
    Baldwyn, Mississippi is a small city in northeastern Mississippi known for its historic downtown and location along the boundary of Lee and Prentiss counties.
  • C. Belden, Mississippi
    Belden, Mississippi is an unincorporated community in Lee County in northeastern Mississippi, known primarily as a small residential area near the city of Tupelo.
  • D. Bailey, Mississippi
    Bailey, Mississippi is a small unincorporated rural community located in Lauderdale County in the eastern part of the state.
  • E. Tchula, Mississippi
    Tchula, Mississippi is a small town in the Mississippi Delta known for its predominantly African American population, agricultural surroundings, and history shaped by the legacy of plantation-era farming and civil rights–era struggles.
  • 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: Beulah, Mississippi
Triple: [Bolivar County, Mississippi, hasTown, Beulah, Mississippi]
Generated description
Beulah, Mississippi is a small town in the Mississippi Delta region known for its rural character and location along the Mississippi River in Bolivar County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beulah, Mississippi
Target entity description: Beulah, Mississippi is a small town in the Mississippi Delta region known for its rural character and location along the Mississippi River in Bolivar County.
  • A. Byhalia, Mississippi
    Byhalia, Mississippi is a small town in northern Mississippi known for its rural character and proximity to the Memphis metropolitan area.
  • B. Baldwyn, Mississippi
    Baldwyn, Mississippi is a small city in northeastern Mississippi known for its historic downtown and location along the boundary of Lee and Prentiss counties.
  • C. Belden, Mississippi
    Belden, Mississippi is an unincorporated community in Lee County in northeastern Mississippi, known primarily as a small residential area near the city of Tupelo.
  • D. Bailey, Mississippi
    Bailey, Mississippi is a small unincorporated rural community located in Lauderdale County in the eastern part of the state.
  • E. Tchula, Mississippi
    Tchula, Mississippi is a small town in the Mississippi Delta known for its predominantly African American population, agricultural surroundings, and history shaped by the legacy of plantation-era farming and civil rights–era struggles.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6529bcb8c8190bcca61a53be86757 completed April 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b52a8208190973e38f7d4b0f684 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c6453908190a745827da3bc3037 completed May 18, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7ce3c684819090b25ca1e7596722 completed May 18, 2026, 2:43 a.m.
Created at: April 10, 2026, 1:48 p.m.