Triple

T165008
Position Surface form Disambiguated ID Type / Status
Subject Gary Works E2994 entity
Predicate locatedIn P40 FINISHED
Object Lake County, Indiana
Lake County, Indiana is a heavily industrialized county in northwest Indiana along Lake Michigan, known for its steel production centers, urban communities like Gary and Hammond, and its role in the Chicago metropolitan area.
E26198 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: Lake County, Indiana | Statement: [Gary Works, locatedIn, Lake County, Indiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lake County, Indiana
Context triple: [Gary Works, locatedIn, Lake County, Indiana]
  • A. Lake County, Illinois
    Lake County, Illinois is a suburban county north of Chicago known for its mix of residential communities, forest preserves, and commuter connections into the city.
  • B. Kane County, Illinois
    Kane County, Illinois is a suburban county west of Chicago that forms part of the greater Chicago metropolitan area.
  • C. DeKalb County
    DeKalb County is a populous county in the Atlanta metropolitan area of Georgia, known for its diverse communities, major transportation corridors, and institutions such as Emory University and the Centers for Disease Control and Prevention.
  • D. Champaign County, Illinois
    Champaign County, Illinois is a county in east-central Illinois known for encompassing the cities of Champaign and Urbana and being home to the University of Illinois at Urbana-Champaign.
  • E. Kendall County, Illinois
    Kendall County, Illinois is a rapidly growing suburban county in the Chicago metropolitan area known for its mix of residential communities, farmland, and small towns such as Yorkville and Oswego.
  • 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: Lake County, Indiana
Triple: [Gary Works, locatedIn, Lake County, Indiana]
Generated description
Lake County, Indiana is a heavily industrialized county in northwest Indiana along Lake Michigan, known for its steel production centers, urban communities like Gary and Hammond, and its role in the Chicago metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lake County, Indiana
Target entity description: Lake County, Indiana is a heavily industrialized county in northwest Indiana along Lake Michigan, known for its steel production centers, urban communities like Gary and Hammond, and its role in the Chicago metropolitan area.
  • A. Lake County, Illinois
    Lake County, Illinois is a suburban county north of Chicago known for its mix of residential communities, forest preserves, and commuter connections into the city.
  • B. Kane County, Illinois
    Kane County, Illinois is a suburban county west of Chicago that forms part of the greater Chicago metropolitan area.
  • C. DeKalb County
    DeKalb County is a populous county in the Atlanta metropolitan area of Georgia, known for its diverse communities, major transportation corridors, and institutions such as Emory University and the Centers for Disease Control and Prevention.
  • D. Champaign County, Illinois
    Champaign County, Illinois is a county in east-central Illinois known for encompassing the cities of Champaign and Urbana and being home to the University of Illinois at Urbana-Champaign.
  • E. Kendall County, Illinois
    Kendall County, Illinois is a rapidly growing suburban county in the Chicago metropolitan area known for its mix of residential communities, farmland, and small towns such as Yorkville and Oswego.
  • 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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a258827da481909b20ea5e9d21676f completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32bc3efbc8190831cb527c122ac59 completed Feb. 28, 2026, 5:54 p.m.
NEDg Description generation batch_69a32d0fbc048190b01b3c2861c78ea3 completed Feb. 28, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69a32d5b05588190a67be5d0df28763f completed Feb. 28, 2026, 6 p.m.
Created at: Feb. 28, 2026, 2:34 a.m.