Triple

T2847082
Position Surface form Disambiguated ID Type / Status
Subject Hinds County E63006 entity
Predicate borderedBy P224 FINISHED
Object 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.
E321283 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: Madison County, Mississippi | Statement: [Hinds County, borderedBy, Madison County, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madison County, Mississippi
Context triple: [Hinds County, borderedBy, Madison County, Mississippi]
  • A. 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.
  • B. Marshall County, Mississippi
    Marshall County, Mississippi is a largely rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
  • C. 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.
  • D. Pike County, Mississippi
    Pike County, Mississippi is a county in southwestern Mississippi known for its seat in Magnolia and its largest city, McComb, serving as a regional hub for transportation and commerce.
  • E. Benton County, Mississippi
    Benton County, Mississippi is a small rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
  • 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: Madison County, Mississippi
Triple: [Hinds County, borderedBy, Madison County, Mississippi]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madison County, Mississippi
Target entity description: 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.
  • A. 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.
  • B. Marshall County, Mississippi
    Marshall County, Mississippi is a largely rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
  • C. 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.
  • D. Pike County, Mississippi
    Pike County, Mississippi is a county in southwestern Mississippi known for its seat in Magnolia and its largest city, McComb, serving as a regional hub for transportation and commerce.
  • E. Benton County, Mississippi
    Benton County, Mississippi is a small rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
  • 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf3ebbac819090e2bf98ed9fbd02 completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69b1de87779c8190ae6833b80d34f5b2 completed March 11, 2026, 9:28 p.m.
NEDg Description generation batch_69b1dfba3b908190aba65ea5df39093d completed March 11, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69b1e05e6cd08190ac843b0b551163f0 completed March 11, 2026, 9:36 p.m.
Created at: March 6, 2026, 10:02 p.m.