Triple

T6474223
Position Surface form Disambiguated ID Type / Status
Subject Berwyn North School District 98 E146028 entity
Predicate hasSchool P113 FINISHED
Object Lincoln Middle School
Lincoln Middle School is a public middle school serving students in the Berwyn North School District 98 area of Berwyn, Illinois.
 E595639 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: Lincoln Middle School | Statement: [Berwyn North School District 98, hasSchool, Lincoln Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lincoln Middle School
Context triple: [Berwyn North School District 98, hasSchool, Lincoln Middle School]
  • A. Lincoln Junior High School
    Lincoln Junior High School is a public middle school serving students in Skokie, Illinois, as part of the local community’s educational system.
  • B. Lincoln Elementary School
    Lincoln Elementary School is a public primary school serving young students in the suburban community of Winchester, Massachusetts.
  • C. Lincoln Elementary School
    Lincoln Elementary School is a public primary school serving young students in the Mt. Lebanon community.
  • D. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
  • 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: Lincoln Middle School
Triple: [Berwyn North School District 98, hasSchool, Lincoln Middle School]
Generated description
Lincoln Middle School is a public middle school serving students in the Berwyn North School District 98 area of Berwyn, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lincoln Middle School
Target entity description: Lincoln Middle School is a public middle school serving students in the Berwyn North School District 98 area of Berwyn, Illinois.
  • A. Lincoln Junior High School
    Lincoln Junior High School is a public middle school serving students in Skokie, Illinois, as part of the local community’s educational system.
  • B. Lincoln Elementary School
    Lincoln Elementary School is a public primary school serving young students in the suburban community of Winchester, Massachusetts.
  • C. Lincoln Elementary School
    Lincoln Elementary School is a public primary school serving young students in the Mt. Lebanon community.
  • D. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a32c0188190bcb3c35fc1d796a6 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653a2b2508190a3691412f853ed6f completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6552b90848190961250b1e64595e1 completed March 27, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69c655bce7548190b4c5661a7aaa77e1 completed March 27, 2026, 10:02 a.m.
Created at: March 22, 2026, 4:50 p.m.