Triple

T5076028
Position Surface form Disambiguated ID Type / Status
Subject Southaven, Mississippi E114397 entity
Predicate schoolDistrict P226 FINISHED
Object DeSoto County School District
DeSoto County School District is a large public school system in northwestern Mississippi that serves students across DeSoto County, including the city of Southaven.
E491970 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: DeSoto County School District | Statement: [Southaven, Mississippi, schoolDistrict, DeSoto County School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DeSoto County School District
Context triple: [Southaven, Mississippi, schoolDistrict, DeSoto County School District]
  • A. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • B. Rutherford County Schools
    Rutherford County Schools is a public school district in Rutherford County, Tennessee, serving communities including Smyrna with K–12 education.
  • C. Ware County School District
    Ware County School District is a public school system in southeastern Georgia that provides K–12 education to students in and around the city of Waycross.
  • D. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • E. Meriwether County School System
    Meriwether County School System is the public school district serving students in Meriwether County, Georgia, including the city of Luthersville.
  • 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: DeSoto County School District
Triple: [Southaven, Mississippi, schoolDistrict, DeSoto County School District]
Generated description
DeSoto County School District is a large public school system in northwestern Mississippi that serves students across DeSoto County, including the city of Southaven.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DeSoto County School District
Target entity description: DeSoto County School District is a large public school system in northwestern Mississippi that serves students across DeSoto County, including the city of Southaven.
  • A. Blount County School District
    Blount County School District is a public school system serving students in Blount County, Tennessee, including the city of Maryville.
  • B. Rutherford County Schools
    Rutherford County Schools is a public school district in Rutherford County, Tennessee, serving communities including Smyrna with K–12 education.
  • C. Ware County School District
    Ware County School District is a public school system in southeastern Georgia that provides K–12 education to students in and around the city of Waycross.
  • D. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • E. Meriwether County School System
    Meriwether County School System is the public school district serving students in Meriwether County, Georgia, including the city of Luthersville.
  • 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_69bd443dbf908190a9401e9c2dc7bd7d completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74d3b0088190a658864cb120eef4 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb121fa388190ab3909d20f014b6f completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb202a8748190b677d7bcd2db66c8 completed March 21, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_69beb28cf7b881909d40b70a7fff5033 completed March 21, 2026, 3 p.m.
Created at: March 20, 2026, 1:39 p.m.