Triple

T18640031
Position Surface form Disambiguated ID Type / Status
Subject Lake Zurich Community Unit School District 95 E455659 entity
Predicate hasSchool P113 FINISHED
Object Middle School South
Middle School South is a public middle school serving grades 6–8 in the Lake Zurich Community Unit School District 95 in Illinois.
 E1336602 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: Middle School South | Statement: [Lake Zurich Community Unit School District 95, hasSchool, Middle School South]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Middle School South
Context triple: [Lake Zurich Community Unit School District 95, hasSchool, Middle School South]
  • A. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • B. Middle School North
    Middle School North is a public middle school serving grades 6–8 within Lake Zurich Community Unit School District 95 in Illinois.
  • C. Atlantic Middle School
    Atlantic Middle School is a public middle school in Quincy, Massachusetts, serving students in the Quincy Public Schools district.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Hunter Middle School
    Hunter Middle School is a public middle school serving students in the Ooltewah community of Hamilton County, Tennessee.
  • 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: Middle School South
Triple: [Lake Zurich Community Unit School District 95, hasSchool, Middle School South]
Generated description
Middle School South is a public middle school serving grades 6–8 in the Lake Zurich Community Unit School District 95 in Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Middle School South
Target entity description: Middle School South is a public middle school serving grades 6–8 in the Lake Zurich Community Unit School District 95 in Illinois.
  • A. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • B. Middle School North
    Middle School North is a public middle school serving grades 6–8 within Lake Zurich Community Unit School District 95 in Illinois.
  • C. Atlantic Middle School
    Atlantic Middle School is a public middle school in Quincy, Massachusetts, serving students in the Quincy Public Schools district.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Hunter Middle School
    Hunter Middle School is a public middle school serving students in the Ooltewah community of Hamilton County, Tennessee.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54fcbe3088190849f60b09d1e7e4b completed April 19, 2026, 9:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a051718605881909af06e9ee0c886ef completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05192a654481908235ea8e16150c9b completed May 14, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_6a05199a9abc8190baba3e1ba422fd03 completed May 14, 2026, 12:38 a.m.
Created at: April 10, 2026, 11:47 a.m.