Triple

T574015
Position Surface form Disambiguated ID Type / Status
Subject Illinois E13723 entity
Predicate hasMajorCity P316 FINISHED
Object Bloomington, Illinois
Bloomington, Illinois is a central Illinois city known as a regional hub for education, insurance, and transportation, and for being home to Illinois State University (in adjacent Normal) and major corporate offices.
E109309 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: Bloomington, Illinois | Statement: [Illinois, hasMajorCity, Bloomington, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bloomington, Illinois
Context triple: [Illinois, hasMajorCity, Bloomington, Illinois]
  • A. Bloomington, Indiana
    Bloomington, Indiana is a Midwestern college town best known as the home of Indiana University and a historic hub for the Indiana limestone industry.
  • B. Bartlett, Illinois
    Bartlett, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities, parks, and forest preserves.
  • C. Springfield, Illinois
    Springfield, Illinois is the capital city of the U.S. state of Illinois, best known as the longtime home and final resting place of Abraham Lincoln.
  • D. Niles, Illinois
    Niles, Illinois is a suburban village northwest of Chicago known for its residential character and landmarks like its Leaning Tower replica.
  • E. Lansing, Illinois
    Lansing, Illinois is a suburban village in the south suburbs of Chicago known for its residential character and proximity to major transportation routes.
  • 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: Bloomington, Illinois
Triple: [Illinois, hasMajorCity, Bloomington, Illinois]
Generated description
Bloomington, Illinois is a central Illinois city known as a regional hub for education, insurance, and transportation, and for being home to Illinois State University (in adjacent Normal) and major corporate offices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bloomington, Illinois
Target entity description: Bloomington, Illinois is a central Illinois city known as a regional hub for education, insurance, and transportation, and for being home to Illinois State University (in adjacent Normal) and major corporate offices.
  • A. Bloomington, Indiana
    Bloomington, Indiana is a Midwestern college town best known as the home of Indiana University and a historic hub for the Indiana limestone industry.
  • B. Bartlett, Illinois
    Bartlett, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities, parks, and forest preserves.
  • C. Springfield, Illinois
    Springfield, Illinois is the capital city of the U.S. state of Illinois, best known as the longtime home and final resting place of Abraham Lincoln.
  • D. Niles, Illinois
    Niles, Illinois is a suburban village northwest of Chicago known for its residential character and landmarks like its Leaning Tower replica.
  • E. Lansing, Illinois
    Lansing, Illinois is a suburban village in the south suburbs of Chicago known for its residential character and proximity to major transportation routes.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b4ae0988190bdd0ad428b784d85 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7edf404008190bde0280a67c12b5a completed March 4, 2026, 8:31 a.m.
NEDg Description generation batch_69a7f32f7ea88190be02ba949882ccc8 completed March 4, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69a7f38139d08190818f63c6238ccd56 completed March 4, 2026, 8:55 a.m.
Created at: March 1, 2026, 7:33 p.m.