Triple

T3662308
Position Surface form Disambiguated ID Type / Status
Subject Buckhead E77676 entity
Predicate borderedBy P224 FINISHED
Object Chamblee
Chamblee is a suburban city in northern DeKalb County, Georgia, known for its diverse population, historic downtown, and role as part of the Atlanta metropolitan area.
E377818 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: Chamblee | Statement: [Buckhead, borderedBy, Chamblee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chamblee
Context triple: [Buckhead, borderedBy, Chamblee]
  • A. Post Street
    Post Street is a major east–west thoroughfare in San Francisco, California, running through central neighborhoods including the Union Square shopping district.
  • B. Meadowvale
    Meadowvale is a large residential neighbourhood in the northwestern part of Mississauga, Ontario, known for its planned community layout, parks, and man-made lakes.
  • C. Jamison Square
    Jamison Square is a popular urban park and public plaza in Portland, Oregon’s Pearl District, known for its family-friendly fountain and community gathering space.
  • D. Tib Street
    Tib Street is a historic street in Manchester’s Northern Quarter known for its independent shops, bars, and creative urban character.
  • E. Fruitvale
    Fruitvale is a vibrant, historically Latino neighborhood in Oakland, California, known for its cultural festivals, diverse community, and bustling commercial district centered around International Boulevard.
  • 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: Chamblee
Triple: [Buckhead, borderedBy, Chamblee]
Generated description
Chamblee is a suburban city in northern DeKalb County, Georgia, known for its diverse population, historic downtown, and role as part of the Atlanta metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chamblee
Target entity description: Chamblee is a suburban city in northern DeKalb County, Georgia, known for its diverse population, historic downtown, and role as part of the Atlanta metropolitan area.
  • A. Post Street
    Post Street is a major east–west thoroughfare in San Francisco, California, running through central neighborhoods including the Union Square shopping district.
  • B. Meadowvale
    Meadowvale is a large residential neighbourhood in the northwestern part of Mississauga, Ontario, known for its planned community layout, parks, and man-made lakes.
  • C. Jamison Square
    Jamison Square is a popular urban park and public plaza in Portland, Oregon’s Pearl District, known for its family-friendly fountain and community gathering space.
  • D. Tib Street
    Tib Street is a historic street in Manchester’s Northern Quarter known for its independent shops, bars, and creative urban character.
  • E. Fruitvale
    Fruitvale is a vibrant, historically Latino neighborhood in Oakland, California, known for its cultural festivals, diverse community, and bustling commercial district centered around International Boulevard.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d826d88190b0b50e8592088a36 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48846af9881909d71d63b8bd8d141 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b4898cae348190871b63b8aabef963 completed March 13, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_69b4af2032188190b29939d5dc19ccd1 completed March 14, 2026, 12:43 a.m.
Created at: March 8, 2026, 3:25 p.m.