Triple

T8252924
Position Surface form Disambiguated ID Type / Status
Subject Chicago Inspector General’s Office E192998 entity
Predicate hasDivision P35 FINISHED
Object Audit and Program Review division
The Audit and Program Review division is a unit within the Chicago Inspector General’s Office that evaluates city programs and operations to ensure effectiveness, efficiency, and compliance with laws and policies.
E722009 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: Audit and Program Review division | Statement: [Chicago Inspector General’s Office, hasDivision, Audit and Program Review division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Audit and Program Review division
Context triple: [Chicago Inspector General’s Office, hasDivision, Audit and Program Review division]
  • A. Internal Audit Division
    The Internal Audit Division is a unit within the United Nations Office of Internal Oversight Services responsible for independently evaluating and improving the effectiveness of the UN’s risk management, control, and governance processes.
  • B. Audit Division
    The Audit Division is a unit within the Office of the Inspector General of the Intelligence Community responsible for conducting independent audits and evaluations to promote efficiency, effectiveness, and accountability across U.S. intelligence agencies.
  • C. Department of Auditing
    The Department of Auditing is an academic unit specializing in the study and teaching of auditing, assurance, and related financial oversight practices within the Faculty of Economic and Management Sciences.
  • D. Office of Audit
    The Office of Audit is a division within the Treasury Inspector General for Tax Administration responsible for evaluating and improving the efficiency, effectiveness, and integrity of IRS programs and operations through independent audits.
  • E. Office of Audit
    The Office of Audit is a division within the U.S. Department of Labor’s Office of Inspector General responsible for conducting audits to promote efficiency, effectiveness, and integrity in the department’s programs and operations.
  • 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: Audit and Program Review division
Triple: [Chicago Inspector General’s Office, hasDivision, Audit and Program Review division]
Generated description
The Audit and Program Review division is a unit within the Chicago Inspector General’s Office that evaluates city programs and operations to ensure effectiveness, efficiency, and compliance with laws and policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Audit and Program Review division
Target entity description: The Audit and Program Review division is a unit within the Chicago Inspector General’s Office that evaluates city programs and operations to ensure effectiveness, efficiency, and compliance with laws and policies.
  • A. Internal Audit Division
    The Internal Audit Division is a unit within the United Nations Office of Internal Oversight Services responsible for independently evaluating and improving the effectiveness of the UN’s risk management, control, and governance processes.
  • B. Audit Division
    The Audit Division is a unit within the Office of the Inspector General of the Intelligence Community responsible for conducting independent audits and evaluations to promote efficiency, effectiveness, and accountability across U.S. intelligence agencies.
  • C. Department of Auditing
    The Department of Auditing is an academic unit specializing in the study and teaching of auditing, assurance, and related financial oversight practices within the Faculty of Economic and Management Sciences.
  • D. Office of Audit
    The Office of Audit is a division within the Treasury Inspector General for Tax Administration responsible for evaluating and improving the efficiency, effectiveness, and integrity of IRS programs and operations through independent audits.
  • E. Office of Audit
    The Office of Audit is a division within the U.S. Department of Labor’s Office of Inspector General responsible for conducting audits to promote efficiency, effectiveness, and integrity in the department’s programs and operations.
  • 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.