Triple

T14997656
Position Surface form Disambiguated ID Type / Status
Subject Bonita Unified School District E373999 entity
Predicate operates P24 FINISHED
Object 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.
 E1130993 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: Ramona Middle School | Statement: [Bonita Unified School District, operates, Ramona Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ramona Middle School
Context triple: [Bonita Unified School District, operates, Ramona Middle School]
  • A. Romona Elementary School
    Romona Elementary School is a public elementary school serving young students in the suburban community of Wilmette, Illinois.
  • B. Alta Loma Middle School
    Alta Loma Middle School is a public middle school serving students in South San Francisco, California.
  • C. Aguirre Junior High School
    Aguirre Junior High School is a public middle-level school serving students in the Channelview area of Texas.
  • D. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • E. R. J. O. Intermediate School
    R. J. O. Intermediate School is a public intermediate-level school serving students in the Kings Park area of New York.
  • 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: Ramona Middle School
Triple: [Bonita Unified School District, operates, Ramona Middle School]
Generated description
Ramona Middle School is a public middle school in California serving grades 6–8 as part of the Bonita Unified School District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ramona Middle School
Target entity description: Ramona Middle School is a public middle school in California serving grades 6–8 as part of the Bonita Unified School District.
  • A. Romona Elementary School
    Romona Elementary School is a public elementary school serving young students in the suburban community of Wilmette, Illinois.
  • B. Alta Loma Middle School
    Alta Loma Middle School is a public middle school serving students in South San Francisco, California.
  • C. Aguirre Junior High School
    Aguirre Junior High School is a public middle-level school serving students in the Channelview area of Texas.
  • D. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • E. R. J. O. Intermediate School
    R. J. O. Intermediate School is a public intermediate-level school serving students in the Kings Park area of New York.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded71a5618819083ae96a79735ef98 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe969c3ba88190899f06b185e94ccf completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe972728dc8190a9cf2a3e984b05a7 completed May 9, 2026, 2:08 a.m.
NED2 Entity disambiguation (via description) batch_69fe9790d1d081908fc94829d3104e07 completed May 9, 2026, 2:10 a.m.
Created at: April 10, 2026, 2:54 a.m.