Triple

T18171518
Position Surface form Disambiguated ID Type / Status
Subject Chowchilla Union High School District E435036 entity
Predicate abbreviation P43 FINISHED
Object CUHSD
CUHSD is a public high school district serving the Chowchilla area in Madera County, California.
E1309586 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: CUHSD | Statement: [Chowchilla Union High School District, abbreviation, CUHSD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CUHSD
Context triple: [Chowchilla Union High School District, abbreviation, CUHSD]
  • A. CUHSD
    CUHSD is a public high school district serving multiple communities in and around Campbell, California.
  • B. San Dieguito Union High School District
    San Dieguito Union High School District is a public school district in coastal North County San Diego, California, known for serving several affluent communities with multiple high-performing middle and high schools.
  • C. San Diego Unified School District
    San Diego Unified School District is the public school district serving the city of San Diego, California, and is one of the largest and most prominent school districts in the state.
  • D. Chaffey Joint Union High School District
    Chaffey Joint Union High School District is a large public high school district serving multiple communities in the Inland Empire region of Southern California.
  • E. Rancho Santa Fe School District
    Rancho Santa Fe School District is a public school district serving the educational needs of the Rancho Santa Fe community in San Diego 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: CUHSD
Triple: [Chowchilla Union High School District, abbreviation, CUHSD]
Generated description
CUHSD is a public high school district serving the Chowchilla area in Madera County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CUHSD
Target entity description: CUHSD is a public high school district serving the Chowchilla area in Madera County, California.
  • A. CUHSD
    CUHSD is a public high school district serving multiple communities in and around Campbell, California.
  • B. San Dieguito Union High School District
    San Dieguito Union High School District is a public school district in coastal North County San Diego, California, known for serving several affluent communities with multiple high-performing middle and high schools.
  • C. San Diego Unified School District
    San Diego Unified School District is the public school district serving the city of San Diego, California, and is one of the largest and most prominent school districts in the state.
  • D. Chaffey Joint Union High School District
    Chaffey Joint Union High School District is a large public high school district serving multiple communities in the Inland Empire region of Southern California.
  • E. Rancho Santa Fe School District
    Rancho Santa Fe School District is a public school district serving the educational needs of the Rancho Santa Fe community in San Diego 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_69d8b90b7a188190b3fc7b8d4a6cd20a completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4df56190c8190a3644333f9050a10 completed April 19, 2026, 1:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038fc899688190afcfde970a92ef75 completed May 12, 2026, 8:38 p.m.
NEDg Description generation batch_6a03919381288190933d198a71466ccc completed May 12, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03922a2a148190917adab265da0e55 completed May 12, 2026, 8:48 p.m.
Created at: April 10, 2026, 10:30 a.m.