Triple

T8252922
Position Surface form Disambiguated ID Type / Status
Subject Chicago Inspector General’s Office E192998 entity
Predicate headedBy P981 FINISHED
Object Inspector General of the City of Chicago
The Inspector General of the City of Chicago is the independent official responsible for investigating and auditing city government operations to detect and prevent corruption, fraud, waste, and abuse.
E722008 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: Inspector General of the City of Chicago | Statement: [Chicago Inspector General’s Office, headedBy, Inspector General of the City of Chicago]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inspector General of the City of Chicago
Context triple: [Chicago Inspector General’s Office, headedBy, Inspector General of the City of Chicago]
  • A. Cook County State's Attorney
    The Cook County State's Attorney is the chief prosecutor for Cook County, Illinois, responsible for prosecuting criminal cases and representing the county in legal matters.
  • B. Cook County Sheriff
    The Cook County Sheriff is the chief law enforcement officer for Cook County, Illinois, responsible for operating the county jail, providing court security, and enforcing laws throughout the county’s unincorporated areas.
  • C. Clerk of the Circuit Court of Cook County
    The Clerk of the Circuit Court of Cook County is the elected official responsible for maintaining court records, managing case filings, and overseeing administrative support for one of the largest unified court systems in the United States.
  • D. City Clerk of Chicago
    The City Clerk of Chicago is an elected municipal official responsible for maintaining city records, overseeing the City Council’s legislative documentation, and managing services such as city vehicle stickers and business licensing.
  • E. Mayor of Chicago
    The Mayor of Chicago is the city’s chief executive, responsible for overseeing municipal government, public services, and major policy decisions.
  • 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: Inspector General of the City of Chicago
Triple: [Chicago Inspector General’s Office, headedBy, Inspector General of the City of Chicago]
Generated description
The Inspector General of the City of Chicago is the independent official responsible for investigating and auditing city government operations to detect and prevent corruption, fraud, waste, and abuse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inspector General of the City of Chicago
Target entity description: The Inspector General of the City of Chicago is the independent official responsible for investigating and auditing city government operations to detect and prevent corruption, fraud, waste, and abuse.
  • A. Cook County State's Attorney
    The Cook County State's Attorney is the chief prosecutor for Cook County, Illinois, responsible for prosecuting criminal cases and representing the county in legal matters.
  • B. Cook County Sheriff
    The Cook County Sheriff is the chief law enforcement officer for Cook County, Illinois, responsible for operating the county jail, providing court security, and enforcing laws throughout the county’s unincorporated areas.
  • C. Clerk of the Circuit Court of Cook County
    The Clerk of the Circuit Court of Cook County is the elected official responsible for maintaining court records, managing case filings, and overseeing administrative support for one of the largest unified court systems in the United States.
  • D. City Clerk of Chicago
    The City Clerk of Chicago is an elected municipal official responsible for maintaining city records, overseeing the City Council’s legislative documentation, and managing services such as city vehicle stickers and business licensing.
  • E. Mayor of Chicago
    The Mayor of Chicago is the city’s chief executive, responsible for overseeing municipal government, public services, and major policy decisions.
  • 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_69ca82dfad9c8190b8cd18fb89f50f40 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78cbc7cc81909931440e95d6e691 completed March 31, 2026, 7:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd354a412c8190963605d177d94a17 completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd4e5e9a2c819099a65053a12c8fde completed April 1, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69cd507ce2a881909da6871a9f6df119 completed April 1, 2026, 5:06 p.m.
Created at: March 30, 2026, 5:48 p.m.