Triple

T20291062
Position Surface form Disambiguated ID Type / Status
Subject Union Area School District E510020 entity
Predicate operates P24 FINISHED
Object Union Area Middle-High School
Union Area Middle-High School is a combined middle and high school serving students in the Union Area School District in Pennsylvania.
E1423516 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: Union Area Middle-High School | Statement: [Union Area School District, operates, Union Area Middle-High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Union Area Middle-High School
Context triple: [Union Area School District, operates, Union Area Middle-High School]
  • A. Union Area Elementary School
    Union Area Elementary School is a public primary school serving early-grade students within the Union Area School District in Pennsylvania.
  • B. Union Area School District
    Union Area School District is a small public school district serving students in and around Union Township in Lawrence County, Pennsylvania.
  • C. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • D. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • E. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • 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: Union Area Middle-High School
Triple: [Union Area School District, operates, Union Area Middle-High School]
Generated description
Union Area Middle-High School is a combined middle and high school serving students in the Union Area School District in Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Union Area Middle-High School
Target entity description: Union Area Middle-High School is a combined middle and high school serving students in the Union Area School District in Pennsylvania.
  • A. Union Area Elementary School
    Union Area Elementary School is a public primary school serving early-grade students within the Union Area School District in Pennsylvania.
  • B. Union Area School District
    Union Area School District is a small public school district serving students in and around Union Township in Lawrence County, Pennsylvania.
  • C. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • D. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • E. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • 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_69e0b4c652388190b782cad965e5a098 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e67695d4d48190b932317d37aa95d9 completed April 20, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08611590b481909235d7bbec2387bd completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a086282203881908726f58843a8ae5d completed May 16, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_6a08638b64a88190a068a2d0c15dc448 completed May 16, 2026, 12:31 p.m.
Created at: April 16, 2026, 11:12 a.m.