Triple

T396526
Position Surface form Disambiguated ID Type / Status
Subject South Side, Chicago E8994 entity
Predicate hasSubregion P285 FINISHED
Object Hegewisch, Chicago
Hegewisch, Chicago is a far Southeast Side neighborhood known for its industrial roots, rail yards, and proximity to the Calumet River and Indiana border.
E61544 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: Hegewisch, Chicago | Statement: [South Side, Chicago, hasSubregion, Hegewisch, Chicago]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hegewisch, Chicago
Context triple: [South Side, Chicago, hasSubregion, Hegewisch, Chicago]
  • A. Palos Park, Illinois
    Palos Park, Illinois is a small, affluent suburban village southwest of Chicago known for its forest preserves, scenic natural areas, and residential character.
  • B. Oak Park, Illinois
    Oak Park, Illinois is a historic suburb just west of Chicago known for its Frank Lloyd Wright architecture, vibrant arts scene, and diverse, walkable neighborhoods.
  • C. Berwyn, Illinois
    Berwyn, Illinois is a suburban city just west of Chicago known for its historic bungalows, diverse community, and vibrant arts and dining scene.
  • D. Elmhurst, Illinois
    Elmhurst, Illinois is a suburban city in the Chicago metropolitan area known for its residential neighborhoods, parks, and vibrant downtown.
  • E. Schaumburg, Illinois
    Schaumburg, Illinois is a major suburban village northwest of Chicago known for its extensive retail centers, including the Woodfield Mall, and its role as a commercial and corporate hub in the region.
  • 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: Hegewisch, Chicago
Triple: [South Side, Chicago, hasSubregion, Hegewisch, Chicago]
Generated description
Hegewisch, Chicago is a far Southeast Side neighborhood known for its industrial roots, rail yards, and proximity to the Calumet River and Indiana border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hegewisch, Chicago
Target entity description: Hegewisch, Chicago is a far Southeast Side neighborhood known for its industrial roots, rail yards, and proximity to the Calumet River and Indiana border.
  • A. Palos Park, Illinois
    Palos Park, Illinois is a small, affluent suburban village southwest of Chicago known for its forest preserves, scenic natural areas, and residential character.
  • B. Oak Park, Illinois
    Oak Park, Illinois is a historic suburb just west of Chicago known for its Frank Lloyd Wright architecture, vibrant arts scene, and diverse, walkable neighborhoods.
  • C. Berwyn, Illinois
    Berwyn, Illinois is a suburban city just west of Chicago known for its historic bungalows, diverse community, and vibrant arts and dining scene.
  • D. Elmhurst, Illinois
    Elmhurst, Illinois is a suburban city in the Chicago metropolitan area known for its residential neighborhoods, parks, and vibrant downtown.
  • E. Schaumburg, Illinois
    Schaumburg, Illinois is a major suburban village northwest of Chicago known for its extensive retail centers, including the Woodfield Mall, and its role as a commercial and corporate hub in the region.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec8a941081909a152fda0ce24a98 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a47d2668348190a654c9e0c7bf10a1 completed March 1, 2026, 5:53 p.m.
NEDg Description generation batch_69a47dd158b481908d8263371e49d10d completed March 1, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69a47e23ac588190a876d45de6821382 completed March 1, 2026, 5:57 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.