Triple

T6673408
Position Surface form Disambiguated ID Type / Status
Subject Byhalia, Mississippi E151789 entity
Predicate county P75 FINISHED
Object Marshall County, Mississippi E136269 NE FINISHED

How this triple was built (2 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: Marshall County, Mississippi | Statement: [Byhalia, Mississippi, county, Marshall County, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marshall County, Mississippi
Context triple: [Byhalia, Mississippi, county, Marshall County, Mississippi]
  • A. Marshall County, Mississippi chosen
    Marshall County, Mississippi is a largely rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
  • B. Madison County, Mississippi
    Madison County, Mississippi is a rapidly growing county in the Jackson metropolitan area known for its affluent suburbs, strong public schools, and expanding commercial development.
  • C. Forrest County, Mississippi
    Forrest County, Mississippi is a county in southeastern Mississippi known for encompassing the city of Hattiesburg, a regional center for education, healthcare, and commerce.
  • D. Monroe County, Mississippi
    Monroe County, Mississippi is a county in northeastern Mississippi known for its historic towns, including Aberdeen, and its location along the Tennessee–Tombigbee Waterway.
  • E. Hancock County, Mississippi
    Hancock County, Mississippi is a coastal county in the southwestern corner of the state known for its Gulf Coast communities and as home to NASA’s Stennis Space Center.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c687f830bc81909eb8b04dbb8450b1 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0cb78b08190923685712cbba5d8 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70aeef0d881909da055735646dbaf completed March 27, 2026, 10:55 p.m.
Created at: March 27, 2026, 2:03 p.m.