Triple

T5813149
Position Surface form Disambiguated ID Type / Status
Subject Ripon, California E128918 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Ripon Unified School District
Ripon Unified School District is the public school system serving students in the city of Ripon and surrounding areas in San Joaquin County, California.
 E547681 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: Ripon Unified School District | Statement: [Ripon, California, hasPublicSchoolDistrict, Ripon Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ripon Unified School District
Context triple: [Ripon, California, hasPublicSchoolDistrict, Ripon Unified School District]
  • A. Ripon Area School District
    Ripon Area School District is a public school district serving students in the Ripon, Wisconsin community and surrounding areas.
  • B. Ripon High School
    Ripon High School is a public secondary school serving students in the small city of Ripon in central Wisconsin.
  • C. Ripon Middle School
    Ripon Middle School is a public middle school serving students in the Ripon, Wisconsin community.
  • D. Redford Union School District
    Redford Union School District is a public school district serving students in and around Redford Township, Michigan.
  • E. Westwood Community School District
    Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
  • 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: Ripon Unified School District
Triple: [Ripon, California, hasPublicSchoolDistrict, Ripon Unified School District]
Generated description
Ripon Unified School District is the public school system serving students in the city of Ripon and surrounding areas in San Joaquin County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ripon Unified School District
Target entity description: Ripon Unified School District is the public school system serving students in the city of Ripon and surrounding areas in San Joaquin County, California.
  • A. Ripon Area School District
    Ripon Area School District is a public school district serving students in the Ripon, Wisconsin community and surrounding areas.
  • B. Ripon High School
    Ripon High School is a public secondary school serving students in the small city of Ripon in central Wisconsin.
  • C. Ripon Middle School
    Ripon Middle School is a public middle school serving students in the Ripon, Wisconsin community.
  • D. Redford Union School District
    Redford Union School District is a public school district serving students in and around Redford Township, Michigan.
  • E. Westwood Community School District
    Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b56044c8190847478a342d441c2 completed March 22, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09848dd148190aeea1b1d454b8da5 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c098ba92408190b61b115540fce941 completed March 23, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c099bd26fc8190a58bf483a6d4cbca completed March 23, 2026, 1:39 a.m.
Created at: March 22, 2026, 3:52 p.m.