Triple

T6407389
Position Surface form Disambiguated ID Type / Status
Subject Porterville, California E127618 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Porterville Unified School District
Porterville Unified School District is a public school district serving the educational needs of students in and around Porterville in California’s Central Valley.
E591058 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: Porterville Unified School District | Statement: [Porterville, California, hasSchoolDistrict, Porterville Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Porterville Unified School District
Context triple: [Porterville, California, hasSchoolDistrict, Porterville Unified School District]
  • A. Calexico Unified School District
    Calexico Unified School District is a public school district serving students in the border city of Calexico in Imperial County, California.
  • B. Sierra Sands Unified School District
    Sierra Sands Unified School District is a public school district serving students in Ridgecrest and surrounding communities in the Indian Wells Valley region of Kern County, California.
  • C. San Carlos School District
    San Carlos School District is a public school district serving elementary and middle school students in the city of San Carlos, California.
  • D. Big Pine Unified School District
    Big Pine Unified School District is a public school district serving students in the rural community of Big Pine in Inyo County, California.
  • E. Hesperia Unified School District
    Hesperia Unified School District is a public school district serving students in the city of Hesperia and surrounding areas in San Bernardino County, 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: Porterville Unified School District
Triple: [Porterville, California, hasSchoolDistrict, Porterville Unified School District]
Generated description
Porterville Unified School District is a public school district serving the educational needs of students in and around Porterville in California’s Central Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Porterville Unified School District
Target entity description: Porterville Unified School District is a public school district serving the educational needs of students in and around Porterville in California’s Central Valley.
  • A. Calexico Unified School District
    Calexico Unified School District is a public school district serving students in the border city of Calexico in Imperial County, California.
  • B. Sierra Sands Unified School District
    Sierra Sands Unified School District is a public school district serving students in Ridgecrest and surrounding communities in the Indian Wells Valley region of Kern County, California.
  • C. San Carlos School District
    San Carlos School District is a public school district serving elementary and middle school students in the city of San Carlos, California.
  • D. Big Pine Unified School District
    Big Pine Unified School District is a public school district serving students in the rural community of Big Pine in Inyo County, California.
  • E. Hesperia Unified School District
    Hesperia Unified School District is a public school district serving students in the city of Hesperia and surrounding areas in San Bernardino County, 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_69c0083723d88190b1e37b19df162c08 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068ccd804819097b106604372c14a completed March 22, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638af5450819089d0b68721eaea4d completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63b6213a881908c6c87c4672b8f3b completed March 27, 2026, 8:10 a.m.
NED2 Entity disambiguation (via description) batch_69c63c5f7d508190bd263822cea1b782 completed March 27, 2026, 8:14 a.m.
Created at: March 22, 2026, 4:41 p.m.