Triple

T16110436
Position Surface form Disambiguated ID Type / Status
Subject Lilburn, Georgia E390857 entity
Predicate hasNeighborhood P40 FINISHED
Object Old Town Lilburn
Old Town Lilburn is the historic downtown district of Lilburn, Georgia, known for its small-town charm, local shops, and community events.
 E1194901 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: Old Town Lilburn | Statement: [Lilburn, Georgia, hasNeighborhood, Old Town Lilburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Old Town Lilburn
Context triple: [Lilburn, Georgia, hasNeighborhood, Old Town Lilburn]
  • A. Bishop Hill
    Bishop Hill is a prominent hill in the Lomond Hills range of Fife, Scotland, known for its open moorland and panoramic views over Loch Leven and the surrounding countryside.
  • B. Almaville
    Almaville is an unincorporated community located in Rutherford County, Tennessee, known for its rural residential character.
  • C. Loring
    Loring is a surname most notably associated with American singer and actress Gloria Loring.
  • D. Sanborn
    Sanborn is a prominent recording artist known for his influential work in contemporary jazz and smooth jazz saxophone performance.
  • E. Loyalton
    Loyalton is a small city in northeastern California that serves as the primary population center of rural Sierra County.
  • 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: Old Town Lilburn
Triple: [Lilburn, Georgia, hasNeighborhood, Old Town Lilburn]
Generated description
Old Town Lilburn is the historic downtown district of Lilburn, Georgia, known for its small-town charm, local shops, and community events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Old Town Lilburn
Target entity description: Old Town Lilburn is the historic downtown district of Lilburn, Georgia, known for its small-town charm, local shops, and community events.
  • A. Bishop Hill
    Bishop Hill is a prominent hill in the Lomond Hills range of Fife, Scotland, known for its open moorland and panoramic views over Loch Leven and the surrounding countryside.
  • B. Almaville
    Almaville is an unincorporated community located in Rutherford County, Tennessee, known for its rural residential character.
  • C. Loring
    Loring is a surname most notably associated with American singer and actress Gloria Loring.
  • D. Sanborn
    Sanborn is a prominent recording artist known for his influential work in contemporary jazz and smooth jazz saxophone performance.
  • E. Loyalton
    Loyalton is a small city in northeastern California that serves as the primary population center of rural Sierra County.
  • 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.