Triple

T13522033
Position Surface form Disambiguated ID Type / Status
Subject Rankin County, Mississippi E322920 entity
Predicate containsCensusDesignatedPlace P15303 FINISHED
Object Langford, Mississippi
Langford, Mississippi is a small unincorporated community and census-designated place located in Rankin County in the central part of the state.
E1189380 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: Langford, Mississippi | Statement: [Rankin County, Mississippi, containsCensusDesignatedPlace, Langford, 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: Langford, Mississippi
Context triple: [Rankin County, Mississippi, containsCensusDesignatedPlace, Langford, Mississippi]
  • A. Waveland, Mississippi
    Waveland, Mississippi is a small Gulf Coast city in Hancock County known for its beachfront location and severe impact from Hurricane Katrina.
  • B. Ovett, Mississippi
    Ovett, Mississippi is a small unincorporated community located in Jones County in southeastern Mississippi.
  • C. Sallis, Mississippi
    Sallis, Mississippi is a small rural town located in central Mississippi within Attala County.
  • D. 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.
  • E. Scooba, Mississippi
    Scooba, Mississippi is a small rural town in eastern Mississippi known for its close-knit community and location near the Alabama state line.
  • 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: Langford, Mississippi
Target entity description: Langford, Mississippi is a small unincorporated community and census-designated place located in Rankin County in the central part of the state.
  • A. Waveland, Mississippi
    Waveland, Mississippi is a small Gulf Coast city in Hancock County known for its beachfront location and severe impact from Hurricane Katrina.
  • B. Ovett, Mississippi
    Ovett, Mississippi is a small unincorporated community located in Jones County in southeastern Mississippi.
  • C. Sallis, Mississippi
    Sallis, Mississippi is a small rural town located in central Mississippi within Attala County.
  • D. 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.
  • E. Scooba, Mississippi
    Scooba, Mississippi is a small rural town in eastern Mississippi known for its close-knit community and location near the Alabama state line.
  • 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: Langford, Mississippi
Triple: [Rankin County, Mississippi, containsCensusDesignatedPlace, Langford, Mississippi]
Generated description
Langford, Mississippi is a small unincorporated community and census-designated place 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_69ffcf0513f88190b2405ffc32f1e9c7 ned_source_triple completed
NED2 batch_69ffd159dbcc81908ac586a6b8de57cf ned_description completed
NEDg batch_69ffd0bfc05881908d7223c52050ea14 nedg completed
Created at: April 9, 2026, 9:44 p.m.