Triple

T4448287
Position Surface form Disambiguated ID Type / Status
Subject Marshall County, Indiana E96342 entity
Predicate hasCensusDesignatedPlace P6345 FINISHED
Object Lakeville, Indiana
Lakeville, Indiana is a small town in northern Indiana known for its rural character and proximity to the South Bend metropolitan area.
 E381480 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: Lakeville, Indiana | Statement: [Marshall County, Indiana, hasCensusDesignatedPlace, Lakeville, Indiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lakeville, Indiana
Context triple: [Marshall County, Indiana, hasCensusDesignatedPlace, Lakeville, Indiana]
  • A. Lowell, Indiana
    Lowell, Indiana is a small town in northwest Indiana known for its historic downtown, annual Labor Day Festival, and role as a residential community within the greater Chicago metropolitan area.
  • B. Schereville, Indiana
    Schererville, Indiana is a suburban town in Lake County within the Chicago metropolitan area, known for its residential communities and commercial development.
  • C. Milton, Indiana
    Milton, Indiana is a small rural town located in eastern Indiana within Wayne County.
  • D. Kouts, Indiana
    Kouts, Indiana is a small rural town located in northwestern Indiana within the Chicago metropolitan region.
  • E. Walkerton, Indiana
    Walkerton, Indiana is a small town in northern Indiana known for its rural character and proximity to the South Bend metropolitan area.
  • 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: Lakeville, Indiana
Triple: [Marshall County, Indiana, hasCensusDesignatedPlace, Lakeville, Indiana]
Generated description
Lakeville, Indiana is a small town in northern Indiana known for its rural character and proximity to the South Bend metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lakeville, Indiana
Target entity description: Lakeville, Indiana is a small town in northern Indiana known for its rural character and proximity to the South Bend metropolitan area.
  • A. Lowell, Indiana
    Lowell, Indiana is a small town in northwest Indiana known for its historic downtown, annual Labor Day Festival, and role as a residential community within the greater Chicago metropolitan area.
  • B. Schereville, Indiana
    Schererville, Indiana is a suburban town in Lake County within the Chicago metropolitan area, known for its residential communities and commercial development.
  • C. Milton, Indiana
    Milton, Indiana is a small rural town located in eastern Indiana within Wayne County.
  • D. Kouts, Indiana
    Kouts, Indiana is a small rural town located in northwestern Indiana within the Chicago metropolitan region.
  • E. Walkerton, Indiana chosen
    Walkerton, Indiana is a small town in northern Indiana known for its rural character and proximity to the South Bend metropolitan area.
  • F. None of above.

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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355d45b748190b09b7067fc6279b0 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61386df48819080e44a23b9d67d23 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b617c13d4481909d22d201ce405d3a completed March 15, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b6187687f8819084e2d611e9e31f79 completed March 15, 2026, 2:24 a.m.
Created at: March 12, 2026, 11:32 p.m.