Triple

T818468
Position Surface form Disambiguated ID Type / Status
Subject Lake County, Illinois E17699 entity
Predicate hasVillage P4011 FINISHED
Object Vernon Hills, Illinois
Vernon Hills, Illinois is a suburban village north of Chicago known for its residential communities, shopping centers, and location within Lake County.
E275091 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: Vernon Hills, Illinois | Statement: [Lake County, Illinois, hasVillage, Vernon Hills, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vernon Hills, Illinois
Context triple: [Lake County, Illinois, hasVillage, Vernon Hills, Illinois]
  • A. Palos Hills, Illinois
    Palos Hills, Illinois is a suburban city southwest of Chicago known for its residential neighborhoods, forest preserves, and location within Cook County.
  • B. Oak Brook, Illinois
    Oak Brook, Illinois is an affluent suburban village west of Chicago known for its corporate headquarters, upscale shopping centers, and extensive parklands.
  • C. Palos Heights, Illinois
    Palos Heights, Illinois is a suburban city in southwestern Cook County known for its residential character, parks, and proximity to the forest preserves of the Chicago metropolitan area.
  • D. Hoffman Estates, Illinois
    Hoffman Estates, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities, corporate offices, and shopping centers.
  • E. Elk Grove Village, Illinois
    Elk Grove Village, Illinois is a suburban community near Chicago known for its large industrial park and proximity to major transportation hubs, including O'Hare International Airport.
  • 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: Vernon Hills, Illinois
Triple: [Lake County, Illinois, hasVillage, Vernon Hills, Illinois]
Generated description
Vernon Hills, Illinois is a suburban village north of Chicago known for its residential communities, shopping centers, and location within Lake County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vernon Hills, Illinois
Target entity description: Vernon Hills, Illinois is a suburban village north of Chicago known for its residential communities, shopping centers, and location within Lake County.
  • A. Palos Hills, Illinois
    Palos Hills, Illinois is a suburban city southwest of Chicago known for its residential neighborhoods, forest preserves, and location within Cook County.
  • B. Oak Brook, Illinois
    Oak Brook, Illinois is an affluent suburban village west of Chicago known for its corporate headquarters, upscale shopping centers, and extensive parklands.
  • C. Palos Heights, Illinois
    Palos Heights, Illinois is a suburban city in southwestern Cook County known for its residential character, parks, and proximity to the forest preserves of the Chicago metropolitan area.
  • D. Hoffman Estates, Illinois
    Hoffman Estates, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities, corporate offices, and shopping centers.
  • E. Elk Grove Village, Illinois
    Elk Grove Village, Illinois is a suburban community near Chicago known for its large industrial park and proximity to major transportation hubs, including O'Hare International Airport.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab63f4a48190a61a14c3c41ed641 completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69af2b3a21248190aca7710ae6ad6478 completed March 9, 2026, 8:19 p.m.
NEDg Description generation batch_69af50bec7b88190947f039a5673a7f0 completed March 9, 2026, 10:59 p.m.
NED2 Entity disambiguation (via description) batch_69af51265ec48190b58b79108995ba0d completed March 9, 2026, 11 p.m.
Created at: March 1, 2026, 7:38 p.m.