Triple

T19763621
Position Surface form Disambiguated ID Type / Status
Subject Mississippi Highway 15 E474693 entity
Predicate passesThroughPlace P10456 FINISHED
Object Ackerman, Mississippi
Ackerman, Mississippi is a small town in Choctaw County that serves as the county seat and a local hub in east-central Mississippi.
E1538077 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: Ackerman, Mississippi | Statement: [Mississippi Highway 15, passesThroughPlace, Ackerman, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ackerman, Mississippi
Context triple: [Mississippi Highway 15, passesThroughPlace, Ackerman, Mississippi]
  • A. Ovett, Mississippi
    Ovett, Mississippi is a small unincorporated community located in Jones County in southeastern Mississippi.
  • B. Osborn, Mississippi
    Osborn, Mississippi is a small unincorporated rural community located in Oktibbeha County in the east-central part of the state.
  • C. Winona, Mississippi
    Winona, Mississippi is a small city in central Mississippi known as a local commercial and transportation hub along Interstate 55.
  • D. Lyman, Mississippi
    Lyman, Mississippi is an unincorporated community in Harrison County located in the Gulf Coast region 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: Ackerman, Mississippi
Triple: [Mississippi Highway 15, passesThroughPlace, Ackerman, Mississippi]
Generated description
Ackerman, Mississippi is a small town in Choctaw County that serves as the county seat and a local hub in east-central Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ackerman, Mississippi
Target entity description: Ackerman, Mississippi is a small town in Choctaw County that serves as the county seat and a local hub in east-central Mississippi.
  • A. Ovett, Mississippi
    Ovett, Mississippi is a small unincorporated community located in Jones County in southeastern Mississippi.
  • B. Osborn, Mississippi
    Osborn, Mississippi is a small unincorporated rural community located in Oktibbeha County in the east-central part of the state.
  • C. Winona, Mississippi
    Winona, Mississippi is a small city in central Mississippi known as a local commercial and transportation hub along Interstate 55.
  • D. Lyman, Mississippi
    Lyman, Mississippi is an unincorporated community in Harrison County located in the Gulf Coast region 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_69d8e51a43a08190956bc6df13c91a77 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65321a35c819084556118ad4ef1ee completed April 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c5343a88190b48e4beca0e779aa completed May 18, 2026, 12:55 p.m.
NEDg Description generation batch_6a0b0ce561e88190b1cd82bb7786f296 completed May 18, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0d9ce0148190b0cda6c97b84d399 completed May 18, 2026, 1:01 p.m.
Created at: April 10, 2026, 1:48 p.m.