Triple

T19439381
Position Surface form Disambiguated ID Type / Status
Subject Milton-Freewater, Oregon E486303 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Milton-Freewater Unified School District
Milton-Freewater Unified School District is a public school district serving students in the Milton-Freewater area of northeastern Oregon.
E1374853 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: Milton-Freewater Unified School District | Statement: [Milton-Freewater, Oregon, hasEducationalInstitution, Milton-Freewater Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milton-Freewater Unified School District
Context triple: [Milton-Freewater, Oregon, hasEducationalInstitution, Milton-Freewater Unified School District]
  • A. Umatilla School District
    Umatilla School District is a public school district that operates and manages the primary and secondary schools serving students in the Umatilla area of northeastern Oregon.
  • B. Molalla River School District
    Molalla River School District is a public school district serving students in the Molalla area of Clackamas County, Oregon.
  • C. Camas School District
    Camas School District is a public school district serving students in the city of Camas and surrounding areas in southwestern Washington state.
  • D. North Santiam School District
    North Santiam School District is a public school district in Oregon that serves students in Lyons and surrounding communities in the North Santiam region.
  • E. Hermiston School District
    Hermiston School District is a public school district that serves students in the city of Hermiston and surrounding areas in northeastern Oregon.
  • 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: Milton-Freewater Unified School District
Triple: [Milton-Freewater, Oregon, hasEducationalInstitution, Milton-Freewater Unified School District]
Generated description
Milton-Freewater Unified School District is a public school district serving students in the Milton-Freewater area of northeastern Oregon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milton-Freewater Unified School District
Target entity description: Milton-Freewater Unified School District is a public school district serving students in the Milton-Freewater area of northeastern Oregon.
  • A. Umatilla School District
    Umatilla School District is a public school district that operates and manages the primary and secondary schools serving students in the Umatilla area of northeastern Oregon.
  • B. Molalla River School District
    Molalla River School District is a public school district serving students in the Molalla area of Clackamas County, Oregon.
  • C. Camas School District
    Camas School District is a public school district serving students in the city of Camas and surrounding areas in southwestern Washington state.
  • D. North Santiam School District
    North Santiam School District is a public school district in Oregon that serves students in Lyons and surrounding communities in the North Santiam region.
  • E. Hermiston School District
    Hermiston School District is a public school district that serves students in the city of Hermiston and surrounding areas in northeastern Oregon.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633637ea48190bfa36b0b0a2762bc completed April 20, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733e006108190b3c69d3224bc3d25 completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a0734809dc48190b4378e168e0e35ec completed May 15, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_6a07355c10c881909f8a2a3a6b7e7dfe completed May 15, 2026, 3:01 p.m.
Created at: April 10, 2026, 1:38 p.m.