Triple

T16861242
Position Surface form Disambiguated ID Type / Status
Subject Pine Bluff, Arkansas E409913 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Pine Bluff School District
Pine Bluff School District is a public school system serving students in the city of Pine Bluff in southeastern Arkansas.
 E1235958 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: Pine Bluff School District | Statement: [Pine Bluff, Arkansas, hasPublicSchoolDistrict, Pine Bluff School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pine Bluff School District
Context triple: [Pine Bluff, Arkansas, hasPublicSchoolDistrict, Pine Bluff School District]
  • A. Blytheville School District
    Blytheville School District is a public school system serving students in and around the city of Blytheville in northeastern Arkansas.
  • B. Southwest Region School District
    Southwest Region School District is a public school district in rural southwestern Alaska that serves several remote communities, including Manokotak.
  • C. Red Clay Consolidated School District
    Red Clay Consolidated School District is a public school district in northern Delaware that serves portions of Wilmington and surrounding communities, including Elsmere.
  • D. Estacada School District
    Estacada School District is a public school system serving students in and around the city of Estacada in Clackamas County, Oregon.
  • E. Little Rock School District
    The Little Rock School District is the public school system serving the city of Little Rock, Arkansas, overseeing a range of elementary, middle, and high schools including historically significant campuses.
  • 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: Pine Bluff School District
Triple: [Pine Bluff, Arkansas, hasPublicSchoolDistrict, Pine Bluff School District]
Generated description
Pine Bluff School District is a public school system serving students in the city of Pine Bluff in southeastern Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pine Bluff School District
Target entity description: Pine Bluff School District is a public school system serving students in the city of Pine Bluff in southeastern Arkansas.
  • A. Blytheville School District
    Blytheville School District is a public school system serving students in and around the city of Blytheville in northeastern Arkansas.
  • B. Southwest Region School District
    Southwest Region School District is a public school district in rural southwestern Alaska that serves several remote communities, including Manokotak.
  • C. Red Clay Consolidated School District
    Red Clay Consolidated School District is a public school district in northern Delaware that serves portions of Wilmington and surrounding communities, including Elsmere.
  • D. Estacada School District
    Estacada School District is a public school system serving students in and around the city of Estacada in Clackamas County, Oregon.
  • E. Little Rock School District
    The Little Rock School District is the public school system serving the city of Little Rock, Arkansas, overseeing a range of elementary, middle, and high schools including historically significant campuses.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b5036e6c8190a3b9e525a34da2e1 completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb274ba48190951acde0821e05a0 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bb8a6a288190ae442b2e6f021def completed May 10, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc27a1648190b2987c8dd9afc249 completed May 10, 2026, 5:11 p.m.
Created at: April 10, 2026, 5:24 a.m.