Triple
T14052668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Audit and Accounts Service |
E338128
|
entity |
| Predicate | serviceGroup |
P93846
|
FINISHED |
| Object |
Accounts and Audit Group
The Accounts and Audit Group is a specialized cadre within Pakistan’s civil services responsible for managing public financial accounts and conducting government audits.
|
E1078828
|
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: Accounts and Audit Group | Statement: [Pakistan Audit and Accounts Service, serviceGroup, Accounts and Audit Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Accounts and Audit Group Context triple: [Pakistan Audit and Accounts Service, serviceGroup, Accounts and Audit Group]
-
A.
Financial Reporting and Audit Group
The Financial Reporting and Audit Group is a specialized unit within the SEC’s enforcement arm that focuses on investigating and addressing violations related to corporate financial reporting and auditing practices.
-
B.
Audit groups
Audit groups are specialized internal bodies within the European Court of Auditors that organize and carry out its audit work across different policy areas and institutions.
-
C.
Division of Accounting and Auditing
The Division of Accounting and Auditing is a governmental unit within Florida’s financial oversight structure responsible for statewide financial reporting, accounting controls, and audit functions.
-
D.
Security and Protection Group
The Security and Protection Group is a specialized unit within the Northern Ireland Office responsible for overseeing security, protection, and related risk management activities in Northern Ireland.
-
E.
Office of Audit, Assessment, and Management
The Office of Audit, Assessment, and Management is a component of the U.S. Department of Justice that oversees audits, evaluations, and performance management to ensure accountability and effective use of resources within the Office of Justice Programs.
- 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: Accounts and Audit Group Triple: [Pakistan Audit and Accounts Service, serviceGroup, Accounts and Audit Group]
Generated description
The Accounts and Audit Group is a specialized cadre within Pakistan’s civil services responsible for managing public financial accounts and conducting government audits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Accounts and Audit Group Target entity description: The Accounts and Audit Group is a specialized cadre within Pakistan’s civil services responsible for managing public financial accounts and conducting government audits.
-
A.
Financial Reporting and Audit Group
The Financial Reporting and Audit Group is a specialized unit within the SEC’s enforcement arm that focuses on investigating and addressing violations related to corporate financial reporting and auditing practices.
-
B.
Audit groups
Audit groups are specialized internal bodies within the European Court of Auditors that organize and carry out its audit work across different policy areas and institutions.
-
C.
Division of Accounting and Auditing
The Division of Accounting and Auditing is a governmental unit within Florida’s financial oversight structure responsible for statewide financial reporting, accounting controls, and audit functions.
-
D.
Security and Protection Group
The Security and Protection Group is a specialized unit within the Northern Ireland Office responsible for overseeing security, protection, and related risk management activities in Northern Ireland.
-
E.
Office of Audit, Assessment, and Management
The Office of Audit, Assessment, and Management is a component of the U.S. Department of Justice that oversees audits, evaluations, and performance management to ensure accountability and effective use of resources within the Office of Justice Programs.
- 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_69d81c664e48819088cbd8f433aeffe5 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de3c8bc54c8190a12f0fc056568538 |
completed | April 14, 2026, 1:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb65e63b48190bd5bd4a36cd15396 |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc76f99808190945fd3621fc183ff |
completed | May 7, 2026, 5:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc807cdc48190a3b9dd940d17dc83 |
completed | May 7, 2026, 5:12 p.m. |
Created at: April 9, 2026, 10:20 p.m.