Triple

T15865109
Position Surface form Disambiguated ID Type / Status
Subject Springdale Public Schools E384690 entity
Predicate hasSchool P113 FINISHED
Object Sonora Middle School
Sonora Middle School is a public middle school serving students in the Springdale, Arkansas area as part of the Springdale Public Schools district.
 E1182529 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: Sonora Middle School | Statement: [Springdale Public Schools, hasSchool, Sonora Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sonora Middle School
Context triple: [Springdale Public Schools, hasSchool, Sonora Middle School]
  • A. Sonora High School
    Sonora High School is a public secondary school in California known for serving students in the Fullerton area with a range of academic and extracurricular programs.
  • B. Ramona Middle School
    Ramona Middle School is a public middle school in California serving grades 6–8 as part of the Bonita Unified School District.
  • C. Aguirre Junior High School
    Aguirre Junior High School is a public middle-level school serving students in the Channelview area of Texas.
  • D. La Serna High School
    La Serna High School is a public secondary school serving students in the Whittier area of Southern California.
  • E. Joaquin Moraga Intermediate School
    Joaquin Moraga Intermediate School is a public middle school serving students in the town of Moraga, California.
  • 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: Sonora Middle School
Triple: [Springdale Public Schools, hasSchool, Sonora Middle School]
Generated description
Sonora Middle School is a public middle school serving students in the Springdale, Arkansas area as part of the Springdale Public Schools district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sonora Middle School
Target entity description: Sonora Middle School is a public middle school serving students in the Springdale, Arkansas area as part of the Springdale Public Schools district.
  • A. Sonora High School
    Sonora High School is a public secondary school in California known for serving students in the Fullerton area with a range of academic and extracurricular programs.
  • B. Ramona Middle School
    Ramona Middle School is a public middle school in California serving grades 6–8 as part of the Bonita Unified School District.
  • C. Aguirre Junior High School
    Aguirre Junior High School is a public middle-level school serving students in the Channelview area of Texas.
  • D. La Serna High School
    La Serna High School is a public secondary school serving students in the Whittier area of Southern California.
  • E. Joaquin Moraga Intermediate School
    Joaquin Moraga Intermediate School is a public middle school serving students in the town of Moraga, California.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555e4ee48190a3b27b4ab9bdb1c8 completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb03ef4e48190abe431e6abc9ef9c completed May 9, 2026, 10:07 p.m.
NEDg Description generation batch_69ffb10004448190aa176a04249b9429 completed May 9, 2026, 10:11 p.m.
NED2 Entity disambiguation (via description) batch_69ffb177d4808190989c3ce8397128b4 completed May 9, 2026, 10:13 p.m.
Created at: April 10, 2026, 4:50 a.m.