Triple

T22156539
Position Surface form Disambiguated ID Type / Status
Subject Shaler Area School District E547552 entity
Predicate hasSchool P113 FINISHED
Object Shaler Area Elementary School
Shaler Area Elementary School is a public elementary school serving early-grade students in the Shaler Area School District in Pennsylvania.
E1525606 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: Shaler Area Elementary School | Statement: [Shaler Area School District, hasSchool, Shaler Area Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shaler Area Elementary School
Context triple: [Shaler Area School District, hasSchool, Shaler Area Elementary School]
  • A. Shaler Area Middle School
    Shaler Area Middle School is a public middle school serving students in the Shaler Area School District in Pennsylvania.
  • B. Shaler Area School District
    Shaler Area School District is a public school district serving students in the northern suburbs of Pittsburgh, Pennsylvania.
  • C. Jay Shideler Elementary School
    Jay Shideler Elementary School is a public elementary school in Kansas that serves young students within the Auburn–Washburn Unified School District 437.
  • D. Schochler Elementary School
    Schochler Elementary School is a public primary school serving young students in the Channelview area of Texas.
  • E. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • 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: Shaler Area Elementary School
Triple: [Shaler Area School District, hasSchool, Shaler Area Elementary School]
Generated description
Shaler Area Elementary School is a public elementary school serving early-grade students in the Shaler Area School District in Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shaler Area Elementary School
Target entity description: Shaler Area Elementary School is a public elementary school serving early-grade students in the Shaler Area School District in Pennsylvania.
  • A. Shaler Area Middle School
    Shaler Area Middle School is a public middle school serving students in the Shaler Area School District in Pennsylvania.
  • B. Shaler Area School District
    Shaler Area School District is a public school district serving students in the northern suburbs of Pittsburgh, Pennsylvania.
  • C. Jay Shideler Elementary School
    Jay Shideler Elementary School is a public elementary school in Kansas that serves young students within the Auburn–Washburn Unified School District 437.
  • D. Schochler Elementary School
    Schochler Elementary School is a public primary school serving young students in the Channelview area of Texas.
  • E. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • 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_69e11e3b52088190ad5df386d01eb2fb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12a29eb848190b0531ce7e45b1003 completed April 28, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aae5d7ee08190966f49359ed5c452 completed May 18, 2026, 6:14 a.m.
NEDg Description generation batch_6a0aaf0f47948190b602d1016badc21c completed May 18, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab0befa5481909d00cb845dd67b12 completed May 18, 2026, 6:25 a.m.
Created at: April 16, 2026, 8:33 p.m.