Triple

T6665081
Position Surface form Disambiguated ID Type / Status
Subject Brunswick Area Transportation Study MPO E151579 entity
Predicate governsArea P760 FINISHED
Object Brunswick, Georgia metropolitan area
The Brunswick, Georgia metropolitan area is a small coastal urban region in southeastern Georgia centered on the city of Brunswick and its surrounding communities.
E38468 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: Brunswick, Georgia metropolitan area | Statement: [Brunswick Area Transportation Study MPO, governsArea, Brunswick, Georgia metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brunswick, Georgia metropolitan area
Context triple: [Brunswick Area Transportation Study MPO, governsArea, Brunswick, Georgia metropolitan area]
  • A. Brunswick, Georgia
    Brunswick, Georgia is a historic port city on the southeastern coast of the United States known for its maritime industry, gateway role to the Golden Isles, and well-preserved Victorian-era architecture.
  • B. Savannah metropolitan area
    The Savannah metropolitan area is a coastal urban region in southeastern Georgia centered on the historic port city of Savannah, known for its tourism, logistics, and cultural heritage.
  • C. Macon metropolitan area
    The Macon metropolitan area is a regional urban and economic hub in central Georgia centered on the city of Macon and its surrounding communities.
  • D. Columbus, GA–AL metropolitan area
    The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
  • E. Columbus, Georgia
    Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
  • 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: Brunswick, Georgia metropolitan area
Triple: [Brunswick Area Transportation Study MPO, governsArea, Brunswick, Georgia metropolitan area]
Generated description
The Brunswick, Georgia metropolitan area is a small coastal urban region in southeastern Georgia centered on the city of Brunswick and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brunswick, Georgia metropolitan area
Target entity description: The Brunswick, Georgia metropolitan area is a small coastal urban region in southeastern Georgia centered on the city of Brunswick and its surrounding communities.
  • A. Brunswick, Georgia chosen
    Brunswick, Georgia is a historic port city on the southeastern coast of the United States known for its maritime industry, gateway role to the Golden Isles, and well-preserved Victorian-era architecture.
  • B. Savannah metropolitan area
    The Savannah metropolitan area is a coastal urban region in southeastern Georgia centered on the historic port city of Savannah, known for its tourism, logistics, and cultural heritage.
  • C. Macon metropolitan area
    The Macon metropolitan area is a regional urban and economic hub in central Georgia centered on the city of Macon and its surrounding communities.
  • D. Columbus, GA–AL metropolitan area
    The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
  • E. Columbus, Georgia
    Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
  • F. None of above.

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_69c687f71fc081909dbd45d6377f6045 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b09bc69c8190addb8075415ec6d9 completed March 27, 2026, 4:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f79cf0e48190a69294f3b13a8372 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f86efd00819099d48fe7cb9640a3 completed March 27, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69c6f91ac7788190832a133c4fe046f1 completed March 27, 2026, 9:39 p.m.
Created at: March 27, 2026, 2:02 p.m.