Triple

T16110426
Position Surface form Disambiguated ID Type / Status
Subject Lilburn, Georgia E390857 entity
Predicate hasPublicSchool P113 FINISHED
Object Lilburn Elementary School
Lilburn Elementary School is a public primary school serving students in the Lilburn, Georgia community.
 E1195954 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 Elementary School | Statement: [Lilburn, Georgia, hasPublicSchool, Lilburn Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lilburn Elementary School
Context triple: [Lilburn, Georgia, hasPublicSchool, Lilburn Elementary School]
  • A. Lilburn Middle School
    Lilburn Middle School is a public middle school serving students in the Lilburn, Georgia community.
  • B. Burnet Hill Elementary School
    Burnet Hill Elementary School is a public primary school serving early-grade students in the suburban community of Livingston, New Jersey.
  • C. Martin Elementary School
    Martin Elementary School is a public primary school serving young students in the South San Francisco area of California.
  • D. Calhoun Elementary School
    Calhoun Elementary School is a primary education institution serving young students in the community of Calhoun, Louisiana.
  • E. Lynch Elementary School
    Lynch Elementary School is a public primary school serving young students in the town of Winchester, 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: Lilburn Elementary School
Triple: [Lilburn, Georgia, hasPublicSchool, Lilburn Elementary School]
Generated description
Lilburn Elementary School is a public primary school serving students in the Lilburn, Georgia community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lilburn Elementary School
Target entity description: Lilburn Elementary School is a public primary school serving students in the Lilburn, Georgia community.
  • A. Lilburn Middle School
    Lilburn Middle School is a public middle school serving students in the Lilburn, Georgia community.
  • B. Burnet Hill Elementary School
    Burnet Hill Elementary School is a public primary school serving early-grade students in the suburban community of Livingston, New Jersey.
  • C. Martin Elementary School
    Martin Elementary School is a public primary school serving young students in the South San Francisco area of California.
  • D. Calhoun Elementary School
    Calhoun Elementary School is a primary education institution serving young students in the community of Calhoun, Louisiana.
  • E. Lynch Elementary School
    Lynch Elementary School is a public primary school serving young students in the town of Winchester, 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_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_69fff2a16acc8190be9ed181c7a44def completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3cc39d4819080470114dc075636 completed May 10, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69fff447e1248190a3a1386946172429 completed May 10, 2026, 2:58 a.m.
Created at: April 10, 2026, 5 a.m.