Triple

T16110425
Position Surface form Disambiguated ID Type / Status
Subject Lilburn, Georgia E390857 entity
Predicate hasPublicSchool P113 FINISHED
Object Lilburn Middle School
Lilburn Middle School is a public middle school serving students in the Lilburn, Georgia community.
 E1194899 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: Lilburn Middle School | Statement: [Lilburn, Georgia, hasPublicSchool, Lilburn Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lilburn Middle School
Context triple: [Lilburn, Georgia, hasPublicSchool, Lilburn Middle School]
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Brown Middle School
    Brown Middle School is a public middle school located in Newton, Massachusetts, serving students in the Newton Public Schools district.
  • C. Linton Middle School
    Linton Middle School is a public middle school serving students in the Penn Hills area of Pennsylvania.
  • D. Marietta Middle School
    Marietta Middle School is a public middle school serving students in the Marietta City Schools district in Marietta, Georgia.
  • E. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
  • 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: Lilburn Middle School
Triple: [Lilburn, Georgia, hasPublicSchool, Lilburn Middle School]
Generated description
Lilburn Middle School is a public middle school serving students in the Lilburn, Georgia community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lilburn Middle School
Target entity description: Lilburn Middle School is a public middle school serving students in the Lilburn, Georgia community.
  • A. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • B. Brown Middle School
    Brown Middle School is a public middle school located in Newton, Massachusetts, serving students in the Newton Public Schools district.
  • C. Linton Middle School
    Linton Middle School is a public middle school serving students in the Penn Hills area of Pennsylvania.
  • D. Marietta Middle School
    Marietta Middle School is a public middle school serving students in the Marietta City Schools district in Marietta, Georgia.
  • E. Linwood Middle School
    Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2016718ec8190a6c8284c7f612ea8 completed April 17, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeba674788190a589104cf90f28d5 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed6638788190a94b87c849dcfbc7 completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffee1cb2f88190b489160245a9828a completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 5 a.m.