Triple

T5170369
Position Surface form Disambiguated ID Type / Status
Subject Firebaugh E116661 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Firebaugh-Las Deltas Unified School District
Firebaugh-Las Deltas Unified School District is a public school district serving students in the Firebaugh area of Fresno County, California.
E499798 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: Firebaugh-Las Deltas Unified School District | Statement: [Firebaugh, hasPublicSchoolDistrict, Firebaugh-Las Deltas Unified School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Firebaugh-Las Deltas Unified School District
Context triple: [Firebaugh, hasPublicSchoolDistrict, Firebaugh-Las Deltas 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. Alhambra Unified School District
    Alhambra Unified School District is a public school district in the western San Gabriel Valley region of Los Angeles County, California, serving students in Alhambra and surrounding communities.
  • C. San Ysidro School District
    San Ysidro School District is a public school district serving elementary and middle school students in the San Ysidro community of southern San Diego, California, near the U.S.–Mexico border.
  • D. Martinez Unified School District
    Martinez Unified School District is a public school district serving students in and around the city of Martinez in Contra Costa County, California.
  • E. 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.
  • 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: Firebaugh-Las Deltas Unified School District
Triple: [Firebaugh, hasPublicSchoolDistrict, Firebaugh-Las Deltas Unified School District]
Generated description
Firebaugh-Las Deltas Unified School District is a public school district serving students in the Firebaugh area of Fresno County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Firebaugh-Las Deltas Unified School District
Target entity description: Firebaugh-Las Deltas Unified School District is a public school district serving students in the Firebaugh area of Fresno County, California.
  • 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. Alhambra Unified School District
    Alhambra Unified School District is a public school district in the western San Gabriel Valley region of Los Angeles County, California, serving students in Alhambra and surrounding communities.
  • C. San Ysidro School District
    San Ysidro School District is a public school district serving elementary and middle school students in the San Ysidro community of southern San Diego, California, near the U.S.–Mexico border.
  • D. Martinez Unified School District
    Martinez Unified School District is a public school district serving students in and around the city of Martinez in Contra Costa County, California.
  • E. 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.
  • 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_69bd445ff97c81909a2615cc56235470 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd794f44248190a3a90c92208104a7 completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed9439ec881909021973aa5395e4f completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda6e82888190b54b814a16582e48 completed March 21, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_69bedaf860b0819086805fc9630a74d0 completed March 21, 2026, 5:52 p.m.
Created at: March 20, 2026, 1:45 p.m.