Triple
T3217554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet Secretariat of Pakistan |
E67432
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Public Procurement Regulatory Authority (PPRA)
The Public Procurement Regulatory Authority (PPRA) is Pakistan’s federal body responsible for regulating, monitoring, and improving transparency and efficiency in public sector procurement processes.
|
E338377
|
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: Public Procurement Regulatory Authority (PPRA) | Statement: [Cabinet Secretariat of Pakistan, oversees, Public Procurement Regulatory Authority (PPRA)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Procurement Regulatory Authority (PPRA) Context triple: [Cabinet Secretariat of Pakistan, oversees, Public Procurement Regulatory Authority (PPRA)]
-
A.
Public Services and Procurement Canada
Public Services and Procurement Canada is a federal department responsible for providing central administrative, real property, and procurement services to the Government of Canada.
-
B.
PRA
PRA is the commonly used abbreviation for the Postal Reorganization Act of 1970, the U.S. federal law that transformed the Post Office Department into the United States Postal Service.
-
C.
Office of Federal Procurement Policy
The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
-
D.
Office of Acquisition Policy (OGP)
The Office of Acquisition Policy (OGP) is a component of the U.S. General Services Administration responsible for developing and overseeing federal acquisition and procurement policies and regulations.
-
E.
PRPA
PRPA is the commonly used abbreviation for the Puerto Rico Ports Authority, the government agency that manages and oversees Puerto Rico’s airports and seaports.
- 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: Public Procurement Regulatory Authority (PPRA) Triple: [Cabinet Secretariat of Pakistan, oversees, Public Procurement Regulatory Authority (PPRA)]
Generated description
The Public Procurement Regulatory Authority (PPRA) is Pakistan’s federal body responsible for regulating, monitoring, and improving transparency and efficiency in public sector procurement processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Procurement Regulatory Authority (PPRA) Target entity description: The Public Procurement Regulatory Authority (PPRA) is Pakistan’s federal body responsible for regulating, monitoring, and improving transparency and efficiency in public sector procurement processes.
-
A.
Public Services and Procurement Canada
Public Services and Procurement Canada is a federal department responsible for providing central administrative, real property, and procurement services to the Government of Canada.
-
B.
PRA
PRA is the commonly used abbreviation for the Postal Reorganization Act of 1970, the U.S. federal law that transformed the Post Office Department into the United States Postal Service.
-
C.
Office of Federal Procurement Policy
The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
-
D.
Office of Acquisition Policy (OGP)
The Office of Acquisition Policy (OGP) is a component of the U.S. General Services Administration responsible for developing and overseeing federal acquisition and procurement policies and regulations.
-
E.
PRPA
PRPA is the commonly used abbreviation for the Puerto Rico Ports Authority, the government agency that manages and oversees Puerto Rico’s airports and seaports.
- 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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adab0ae494819093d39c367facde27 |
completed | March 8, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b26241803c8190aa3254d5887c80f4 |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b2664ddd488190a3edf40fc2dcee18 |
completed | March 12, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b266ca4a90819083ecb16095a2984b |
completed | March 12, 2026, 7:10 a.m. |
Created at: March 8, 2026, 3:08 p.m.