Triple

T10099461
Position Surface form Disambiguated ID Type / Status
Subject Barrington Community Unit School District 220 E215960 entity
Predicate servesCommunity P82 FINISHED
Object Towers Lakes, Illinois
Towers Lakes, Illinois is a small residential village in Lake County that functions as a suburban community within the greater Chicago metropolitan area.
E844223 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: Towers Lakes, Illinois | Statement: [Barrington Community Unit School District 220, servesCommunity, Towers Lakes, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Towers Lakes, Illinois
Context triple: [Barrington Community Unit School District 220, servesCommunity, Towers Lakes, Illinois]
  • A. Tower Lakes, Illinois
    Tower Lakes, Illinois is a small residential village in northeastern Illinois known for its scenic lakes, wooded surroundings, and suburban character within the Chicago metropolitan area.
  • B. Lakewood Shores, Illinois
    Lakewood Shores, Illinois is a small residential village located in northeastern Illinois within the Chicago metropolitan area.
  • C. Marquette Heights, Illinois
    Marquette Heights, Illinois is a small residential city in Tazewell County that functions as a suburb within the greater Peoria metropolitan region.
  • D. Riverwoods, Illinois
    Riverwoods, Illinois is a small, affluent suburban village in Lake County known for its heavily wooded residential areas and proximity to Chicago’s North Shore communities.
  • E. Lakemoor, Illinois
    Lakemoor, Illinois is a small village in northern Illinois known for its residential communities, proximity to lakes and natural areas, and location within the Chicago metropolitan 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: Towers Lakes, Illinois
Triple: [Barrington Community Unit School District 220, servesCommunity, Towers Lakes, Illinois]
Generated description
Towers Lakes, Illinois is a small residential village in Lake County that functions as a suburban community within the greater Chicago metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Towers Lakes, Illinois
Target entity description: Towers Lakes, Illinois is a small residential village in Lake County that functions as a suburban community within the greater Chicago metropolitan area.
  • A. Tower Lakes, Illinois
    Tower Lakes, Illinois is a small residential village in northeastern Illinois known for its scenic lakes, wooded surroundings, and suburban character within the Chicago metropolitan area.
  • B. Lakewood Shores, Illinois
    Lakewood Shores, Illinois is a small residential village located in northeastern Illinois within the Chicago metropolitan area.
  • C. Marquette Heights, Illinois
    Marquette Heights, Illinois is a small residential city in Tazewell County that functions as a suburb within the greater Peoria metropolitan region.
  • D. Riverwoods, Illinois
    Riverwoods, Illinois is a small, affluent suburban village in Lake County known for its heavily wooded residential areas and proximity to Chicago’s North Shore communities.
  • E. Lakemoor, Illinois
    Lakemoor, Illinois is a small village in northern Illinois known for its residential communities, proximity to lakes and natural areas, and location within the Chicago metropolitan 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_69ca83a4947c8190823a7495dc5d96ed completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd07d686481908d9bb91392954474 completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e591be44819094623fd11f6fccdb completed April 5, 2026, 10:43 p.m.
NEDg Description generation batch_69d2e7d9932c8190b1947df14f373f9c completed April 5, 2026, 10:53 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8c425b88190b20f1706fe3343f4 completed April 5, 2026, 10:57 p.m.
Created at: March 30, 2026, 9:02 p.m.