Triple

T13522040
Position Surface form Disambiguated ID Type / Status
Subject Rankin County, Mississippi E322920 entity
Predicate containsUnincorporatedCommunity P6345 FINISHED
Object Leesburg, Mississippi
Leesburg, Mississippi is a small unincorporated rural community located in Rankin County in the central part of the state.
E1196170 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Leesburg, Mississippi | Statement: [Rankin County, Mississippi, containsUnincorporatedCommunity, Leesburg, Mississippi]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leesburg, Mississippi
Context triple: [Rankin County, Mississippi, containsUnincorporatedCommunity, Leesburg, Mississippi]
  • A. Langford, Mississippi
    Langford, Mississippi is a small unincorporated community and census-designated place located in Rankin County in the central part of the state.
  • B. Lexington, Mississippi
    Lexington, Mississippi is a small city in Holmes County known for its location in the Mississippi Delta region and its role in the history and politics of the state’s majority-Black 2nd congressional district.
  • C. Leland, Mississippi
    Leland, Mississippi is a small city in the Mississippi Delta region known for its agricultural heritage and as the childhood home of Muppets creator Jim Henson.
  • D. Sallis, Mississippi
    Sallis, Mississippi is a small rural town located in central Mississippi within Attala County.
  • E. Louisville, Mississippi
    Louisville, Mississippi is a small city in Winston County known as a regional hub for eastern Mississippi with a history rooted in agriculture, timber, and Southern small-town culture.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leesburg, Mississippi
Target entity description: Leesburg, Mississippi is a small unincorporated rural community located in Rankin County in the central part of the state.
  • A. Langford, Mississippi
    Langford, Mississippi is a small unincorporated community and census-designated place located in Rankin County in the central part of the state.
  • B. Lexington, Mississippi
    Lexington, Mississippi is a small city in Holmes County known for its location in the Mississippi Delta region and its role in the history and politics of the state’s majority-Black 2nd congressional district.
  • C. Leland, Mississippi
    Leland, Mississippi is a small city in the Mississippi Delta region known for its agricultural heritage and as the childhood home of Muppets creator Jim Henson.
  • D. Sallis, Mississippi
    Sallis, Mississippi is a small rural town located in central Mississippi within Attala County.
  • E. Louisville, Mississippi
    Louisville, Mississippi is a small city in Winston County known as a regional hub for eastern Mississippi with a history rooted in agriculture, timber, and Southern small-town culture.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Leesburg, Mississippi
Triple: [Rankin County, Mississippi, containsUnincorporatedCommunity, Leesburg, Mississippi]
Generated description
Leesburg, Mississippi is a small unincorporated rural community located in Rankin County in the central part of the state.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d80766a21881909f21a1b7421d3b8a elicitation completed
NER batch_69dbafa535cc81908d0018fef81a2848 ner completed
NED1 batch_69fff288ba908190a36c4784331d1e60 ned_source_triple completed
NED2 batch_69fff3f2760c8190a58fedc2798614ae ned_description completed
NEDg batch_69fff3806ab08190b2450b0f1f4bfc3c nedg completed
Created at: April 9, 2026, 9:44 p.m.