Triple

T2800063
Position Surface form Disambiguated ID Type / Status
Subject Hope, Arkansas E53131 entity
Predicate schoolDistrict P226 FINISHED
Object Hope School District
Hope School District is a public school district serving students in and around the city of Hope in southwestern Arkansas.
 E301412 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: Hope School District | Statement: [Hope, Arkansas, schoolDistrict, Hope School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hope School District
Context triple: [Hope, Arkansas, schoolDistrict, Hope School District]
  • A. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • B. Reynolds School District
    Reynolds School District is a public school district serving students in Fairview and surrounding communities in the Portland metropolitan area of Oregon.
  • C. Hawthorne School District
    Hawthorne School District is a public school district serving students in the city of Hawthorne in Los Angeles County, California.
  • D. Etiwanda School District
    Etiwanda School District is a public school district serving elementary and middle school students in the Rancho Cucamonga area of Southern California.
  • E. Greendale School District
    Greendale School District is a public school system serving the educational needs of students in the suburban community of Greendale, Wisconsin.
  • 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: Hope School District
Triple: [Hope, Arkansas, schoolDistrict, Hope School District]
Generated description
Hope School District is a public school district serving students in and around the city of Hope in southwestern Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hope School District
Target entity description: Hope School District is a public school district serving students in and around the city of Hope in southwestern Arkansas.
  • A. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • B. Reynolds School District
    Reynolds School District is a public school district serving students in Fairview and surrounding communities in the Portland metropolitan area of Oregon.
  • C. Hawthorne School District
    Hawthorne School District is a public school district serving students in the city of Hawthorne in Los Angeles County, California.
  • D. Etiwanda School District
    Etiwanda School District is a public school district serving elementary and middle school students in the Rancho Cucamonga area of Southern California.
  • E. Greendale School District
    Greendale School District is a public school system serving the educational needs of students in the suburban community of Greendale, Wisconsin.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf4ca9c8190a4adfd1c1373af41 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce92b40c8190a6ed3e6c06f15c79 completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf3aa64081909fe4007d94df48c2 completed March 10, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69afcfe8a140819095daa37d539e4c72 completed March 10, 2026, 8:01 a.m.
Created at: March 6, 2026, 9:58 p.m.