Triple

T17341254
Position Surface form Disambiguated ID Type / Status
Subject Walnut Valley Unified School District E421070 entity
Predicate hasElementarySchool P113 FINISHED
Object Walnut Elementary School
Walnut Elementary School is a public primary school serving early-grade students within the Walnut Valley Unified School District in California.
E1265779 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: Walnut Elementary School | Statement: [Walnut Valley Unified School District, hasElementarySchool, Walnut Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walnut Elementary School
Context triple: [Walnut Valley Unified School District, hasElementarySchool, Walnut Elementary School]
  • A. Walsh Elementary School
    Walsh Elementary School is a public primary school serving young students in the Aledo Independent School District in Aledo, Texas.
  • B. Woodruff Elementary School
    Woodruff Elementary School is a public primary school serving young students in the suburban community of Berkeley Heights, New Jersey.
  • C. L.E. Willson Elementary School
    L.E. Willson Elementary School is a public primary school serving young students in the Sheffield City Schools district in Sheffield, Alabama.
  • D. Elmwood Elementary School
    Elmwood Elementary School is a public elementary school serving young students in the Naperville Community Unit School District 203 in Illinois.
  • E. Elmwood Elementary School
    Elmwood Elementary School is a primary education institution serving young students in the Garfield Heights community.
  • 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: Walnut Elementary School
Triple: [Walnut Valley Unified School District, hasElementarySchool, Walnut Elementary School]
Generated description
Walnut Elementary School is a public primary school serving early-grade students within the Walnut Valley Unified School District in California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walnut Elementary School
Target entity description: Walnut Elementary School is a public primary school serving early-grade students within the Walnut Valley Unified School District in California.
  • A. Walsh Elementary School
    Walsh Elementary School is a public primary school serving young students in the Aledo Independent School District in Aledo, Texas.
  • B. Woodruff Elementary School
    Woodruff Elementary School is a public primary school serving young students in the suburban community of Berkeley Heights, New Jersey.
  • C. L.E. Willson Elementary School
    L.E. Willson Elementary School is a public primary school serving young students in the Sheffield City Schools district in Sheffield, Alabama.
  • D. Elmwood Elementary School
    Elmwood Elementary School is a public elementary school serving young students in the Naperville Community Unit School District 203 in Illinois.
  • E. Elmwood Elementary School
    Elmwood Elementary School is a primary education institution serving young students in the Garfield Heights community.
  • 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_69d889d3adc881909319f1edb8d2a956 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a15f6488190ad7d489e7391ab12 completed April 19, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019fe7cda48190a92cf60bba826c84 completed May 11, 2026, 9:22 a.m.
NEDg Description generation batch_6a01a0faef6481909598fe8861fd9165 completed May 11, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_6a01a18c3958819090a84a91b29f0cf8 completed May 11, 2026, 9:29 a.m.
Created at: April 10, 2026, 5:44 a.m.