Triple

T1086710
Position Surface form Disambiguated ID Type / Status
Subject Illinois's 5th congressional district E24068 entity
Predicate containsNeighborhood P4813 FINISHED
Object Avondale, Chicago
Avondale, Chicago is a diverse, historically working-class neighborhood on Chicago’s Northwest Side known for its strong Polish and Latino communities and growing residential redevelopment.
 E125042 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: Avondale, Chicago | Statement: [Illinois's 5th congressional district, containsNeighborhood, Avondale, Chicago]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Avondale, Chicago
Context triple: [Illinois's 5th congressional district, containsNeighborhood, Avondale, Chicago]
  • A. Avondale
    Avondale is a well-known residential and commercial suburb of Harare, Zimbabwe, noted for its shopping centers and relatively affluent character.
  • B. Elmhurst, Illinois
    Elmhurst, Illinois is a suburban city in the Chicago metropolitan area known for its residential neighborhoods, parks, and vibrant downtown.
  • C. Englewood, Chicago
    Englewood, Chicago is a predominantly residential neighborhood on the South Side of Chicago known for its history of disinvestment, community activism, and ongoing revitalization efforts.
  • D. Oakton
    Oakton is a suburban community in Fairfax County, Northern Virginia, known for its residential neighborhoods, good schools, and proximity to Washington, D.C.
  • E. Lakeview, Chicago
    Lakeview, Chicago is a vibrant North Side neighborhood known for its bustling commercial corridors, nightlife, and proximity to Wrigley Field.
  • 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: Avondale, Chicago
Triple: [Illinois's 5th congressional district, containsNeighborhood, Avondale, Chicago]
Generated description
Avondale, Chicago is a diverse, historically working-class neighborhood on Chicago’s Northwest Side known for its strong Polish and Latino communities and growing residential redevelopment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Avondale, Chicago
Target entity description: Avondale, Chicago is a diverse, historically working-class neighborhood on Chicago’s Northwest Side known for its strong Polish and Latino communities and growing residential redevelopment.
  • A. Avondale
    Avondale is a well-known residential and commercial suburb of Harare, Zimbabwe, noted for its shopping centers and relatively affluent character.
  • B. Elmhurst, Illinois
    Elmhurst, Illinois is a suburban city in the Chicago metropolitan area known for its residential neighborhoods, parks, and vibrant downtown.
  • C. Englewood, Chicago
    Englewood, Chicago is a predominantly residential neighborhood on the South Side of Chicago known for its history of disinvestment, community activism, and ongoing revitalization efforts.
  • D. Oakton
    Oakton is a suburban community in Fairfax County, Northern Virginia, known for its residential neighborhoods, good schools, and proximity to Washington, D.C.
  • E. Lakeview, Chicago
    Lakeview, Chicago is a vibrant North Side neighborhood known for its bustling commercial corridors, nightlife, and proximity to Wrigley Field.
  • 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_69a49404428c819092dcc9632f5f7b8b completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bb74b0908190be51a7141e661d3e completed March 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42b1de9c8190ba5a4a0283034367 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac43a06d3c819087cc9b92012bb979 completed March 7, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ac4779f86c819096d639a9a5df61a6 completed March 7, 2026, 3:42 p.m.
Created at: March 1, 2026, 7:42 p.m.