Triple

T3660661
Position Surface form Disambiguated ID Type / Status
Subject Kankakee metropolitan area E77639 entity
Predicate containsSettlement P847 FINISHED
Object Herscher, Illinois
Herscher, Illinois is a small rural village in Kankakee County known for its agricultural surroundings and tight-knit community within the Kankakee metropolitan area.
E378040 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: Herscher, Illinois | Statement: [Kankakee metropolitan area, containsSettlement, Herscher, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herscher, Illinois
Context triple: [Kankakee metropolitan area, containsSettlement, Herscher, Illinois]
  • A. Matteson, Illinois
    Matteson, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and retail centers.
  • B. Zeigler, Illinois
    Zeigler, Illinois is a small city in Franklin County known as the birthplace of pioneering LED inventor Nick Holonyak Jr.
  • C. Steger, Illinois
    Steger, Illinois is a suburban village in the Chicago metropolitan area that spans both Will and Cook counties.
  • D. Wadsworth, Illinois
    Wadsworth, Illinois is a small rural village in northeastern Illinois known for its open spaces, equestrian properties, and proximity to the Wisconsin border.
  • E. Hainesville, Illinois
    Hainesville, Illinois is a small suburban village in northeastern Illinois known as one of the older settled communities in Lake County.
  • 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: Herscher, Illinois
Triple: [Kankakee metropolitan area, containsSettlement, Herscher, Illinois]
Generated description
Herscher, Illinois is a small rural village in Kankakee County known for its agricultural surroundings and tight-knit community within the Kankakee metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herscher, Illinois
Target entity description: Herscher, Illinois is a small rural village in Kankakee County known for its agricultural surroundings and tight-knit community within the Kankakee metropolitan area.
  • A. Matteson, Illinois
    Matteson, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and retail centers.
  • B. Zeigler, Illinois
    Zeigler, Illinois is a small city in Franklin County known as the birthplace of pioneering LED inventor Nick Holonyak Jr.
  • C. Steger, Illinois
    Steger, Illinois is a suburban village in the Chicago metropolitan area that spans both Will and Cook counties.
  • D. Wadsworth, Illinois
    Wadsworth, Illinois is a small rural village in northeastern Illinois known for its open spaces, equestrian properties, and proximity to the Wisconsin border.
  • E. Hainesville, Illinois
    Hainesville, Illinois is a small suburban village in northeastern Illinois known as one of the older settled communities in Lake County.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d6fa188190a6db5bdae7083573 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48844a380819084c4627a95b4cb3c completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b1e425481908da667914d1a71e6 completed March 13, 2026, 10:09 p.m.
NED2 Entity disambiguation (via description) batch_69b4aefb58448190b7d34343a5dbb0f6 completed March 14, 2026, 12:42 a.m.
Created at: March 8, 2026, 3:25 p.m.