Triple

T9446213
Position Surface form Disambiguated ID Type / Status
Subject Attala County, Mississippi E227770 entity
Predicate hasCommunity P2605 FINISHED
Object Zama, Mississippi
Zama, Mississippi is a small unincorporated rural community located in Attala County in the central part of the state.
 E822801 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: Zama, Mississippi | Statement: [Attala County, Mississippi, hasCommunity, Zama, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zama, Mississippi
Context triple: [Attala County, Mississippi, hasCommunity, Zama, 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. Sallis, Mississippi
    Sallis, Mississippi is a small rural town located in central Mississippi within Attala County.
  • C. Beauvoir, Mississippi
    Beauvoir, Mississippi is a historic Gulf Coast estate best known as the final home of Confederate president Jefferson Davis and now a museum and presidential library.
  • D. Raymond, Mississippi
    Raymond, Mississippi is a small historic city that serves as the county seat of Hinds County and is known for its Civil War heritage and rural Southern character.
  • E. Amory, Mississippi
    Amory, Mississippi is a small city in Monroe County known historically as a railroad town and for its manufacturing and regional commerce in northeastern Mississippi.
  • 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: Zama, Mississippi
Triple: [Attala County, Mississippi, hasCommunity, Zama, Mississippi]
Generated description
Zama, Mississippi is a small unincorporated rural community located in Attala County in the central part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zama, Mississippi
Target entity description: Zama, Mississippi is a small unincorporated rural community located in Attala County in the central part of the state.
  • 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. Sallis, Mississippi chosen
    Sallis, Mississippi is a small rural town located in central Mississippi within Attala County.
  • C. Beauvoir, Mississippi
    Beauvoir, Mississippi is a historic Gulf Coast estate best known as the final home of Confederate president Jefferson Davis and now a museum and presidential library.
  • D. Raymond, Mississippi
    Raymond, Mississippi is a small historic city that serves as the county seat of Hinds County and is known for its Civil War heritage and rural Southern character.
  • E. Amory, Mississippi
    Amory, Mississippi is a small city in Monroe County known historically as a railroad town and for its manufacturing and regional commerce in northeastern Mississippi.
  • F. None of above.

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_69ca843884488190ad6cbe0153088234 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f33deb88190bc74968575963ac4 completed April 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1d59186308190b12c95d24f8486e6 completed April 5, 2026, 3:22 a.m.
NEDg Description generation batch_69d1d6917f0081908b2c82a826873faf completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d73452b48190ac3a0d6498a9a641 completed April 5, 2026, 3:29 a.m.
Created at: March 30, 2026, 7:51 p.m.