Triple

T7444541
Position Surface form Disambiguated ID Type / Status
Subject Orient, Iowa E171839 entity
Predicate hasPublicSchool P113 FINISHED
Object Orient-Macksburg Junior-Senior High School
Orient-Macksburg Junior-Senior High School is a small rural public secondary school serving junior and senior high students in the Orient-Macksburg Community School District in Orient, Iowa.
E667526 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: Orient-Macksburg Junior-Senior High School | Statement: [Orient, Iowa, hasPublicSchool, Orient-Macksburg Junior-Senior High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Orient-Macksburg Junior-Senior High School
Context triple: [Orient, Iowa, hasPublicSchool, Orient-Macksburg Junior-Senior High School]
  • A. Otto Middle School
    Otto Middle School is a public middle school located in Plano, Texas, serving students as part of the Plano Independent School District.
  • B. Simon Gratz High School
    Simon Gratz High School is a public high school in Philadelphia, Pennsylvania, known in part for its strong basketball program and notable alumni such as former NBA star Rasheed Wallace.
  • C. Bremen High School
    Bremen High School is a public secondary school in Illinois serving students in the south suburban Chicago area as part of Bremen High School District 228.
  • D. Richard Gahr High School
    Richard Gahr High School is a public high school in Cerritos, California, known for its diverse student body and strong academic and extracurricular programs.
  • E. Philips High School
    Philips High School is a secondary school located in Whitefield, Greater Manchester, England.
  • 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: Orient-Macksburg Junior-Senior High School
Triple: [Orient, Iowa, hasPublicSchool, Orient-Macksburg Junior-Senior High School]
Generated description
Orient-Macksburg Junior-Senior High School is a small rural public secondary school serving junior and senior high students in the Orient-Macksburg Community School District in Orient, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Orient-Macksburg Junior-Senior High School
Target entity description: Orient-Macksburg Junior-Senior High School is a small rural public secondary school serving junior and senior high students in the Orient-Macksburg Community School District in Orient, Iowa.
  • A. Otto Middle School
    Otto Middle School is a public middle school located in Plano, Texas, serving students as part of the Plano Independent School District.
  • B. Simon Gratz High School
    Simon Gratz High School is a public high school in Philadelphia, Pennsylvania, known in part for its strong basketball program and notable alumni such as former NBA star Rasheed Wallace.
  • C. Bremen High School
    Bremen High School is a public secondary school in Illinois serving students in the south suburban Chicago area as part of Bremen High School District 228.
  • D. Richard Gahr High School
    Richard Gahr High School is a public high school in Cerritos, California, known for its diverse student body and strong academic and extracurricular programs.
  • E. Philips High School
    Philips High School is a secondary school located in Whitefield, Greater Manchester, England.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f36e9a588190b54b8bae181fc971 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83451fcfc8190b32840c3c3448962 completed March 28, 2026, 8:04 p.m.
NEDg Description generation batch_69c8353531488190827fbbd68ce9a726 completed March 28, 2026, 8:08 p.m.
NED2 Entity disambiguation (via description) batch_69c835ea13c88190b7423c6c7bdae983 completed March 28, 2026, 8:11 p.m.
Created at: March 27, 2026, 3:14 p.m.