Triple

T5032764
Position Surface form Disambiguated ID Type / Status
Subject Atlanta urban area E113345 entity
Predicate hasMajorCity P316 FINISHED
Object Decatur
Decatur is a historic, densely populated small city in DeKalb County, Georgia, known for its walkable downtown, vibrant arts and dining scene, and close proximity to Atlanta.
E487870 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: Decatur | Statement: [Atlanta urban area, hasMajorCity, Decatur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Decatur
Context triple: [Atlanta urban area, hasMajorCity, Decatur]
  • A. Decatur
    Decatur is a city in northern Alabama known for its location along the Tennessee River and its role as an industrial and transportation hub.
  • B. Decatur, Illinois
    Decatur, Illinois is a mid-sized industrial and agricultural city in central Illinois known historically for manufacturing, agribusiness, and its location along Lake Decatur.
  • C. DeKalb
    DeKalb is a city in northern Illinois known for hosting Northern Illinois University and having historical ties to agriculture and barbed wire manufacturing.
  • D. Peoria
    Peoria is a suburban city in the Phoenix metropolitan area of central Arizona, known for its rapid growth, residential communities, and recreational amenities.
  • E. Oakton
    Oakton is a suburban community in Fairfax County, Northern Virginia, known for its residential neighborhoods, good schools, and proximity to Washington, D.C.
  • 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: Decatur
Triple: [Atlanta urban area, hasMajorCity, Decatur]
Generated description
Decatur is a historic, densely populated small city in DeKalb County, Georgia, known for its walkable downtown, vibrant arts and dining scene, and close proximity to Atlanta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Decatur
Target entity description: Decatur is a historic, densely populated small city in DeKalb County, Georgia, known for its walkable downtown, vibrant arts and dining scene, and close proximity to Atlanta.
  • A. Decatur
    Decatur is a city in northern Alabama known for its location along the Tennessee River and its role as an industrial and transportation hub.
  • B. Decatur, Illinois
    Decatur, Illinois is a mid-sized industrial and agricultural city in central Illinois known historically for manufacturing, agribusiness, and its location along Lake Decatur.
  • C. DeKalb
    DeKalb is a city in northern Illinois known for hosting Northern Illinois University and having historical ties to agriculture and barbed wire manufacturing.
  • D. Peoria
    Peoria is a suburban city in the Phoenix metropolitan area of central Arizona, known for its rapid growth, residential communities, and recreational amenities.
  • E. Oakton
    Oakton is a suburban community in Fairfax County, Northern Virginia, known for its residential neighborhoods, good schools, and proximity to Washington, D.C.
  • 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_69bd443775e48190a646ffbfc4334723 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73b4d1708190aa1fa63104555f8a completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c71b2f081908c5c4c1d9ba1ccf4 completed March 21, 2026, 1:26 p.m.
NEDg Description generation batch_69be9d5e703c8190bd2324081d052ca1 completed March 21, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69be9dc96d9c819093b2f3706b40e323 completed March 21, 2026, 1:31 p.m.
Created at: March 20, 2026, 1:36 p.m.