Triple
T3208499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Civil Services Academy Lahore |
E67220
|
entity |
| Predicate | trainingFor |
P11445
|
FINISHED |
| Object |
Police Service of Pakistan
The Police Service of Pakistan is the elite federal cadre responsible for leading and managing policing and law enforcement across Pakistan.
|
E338126
|
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: Police Service of Pakistan | Statement: [Civil Services Academy Lahore, trainingFor, Police Service of Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Police Service of Pakistan Context triple: [Civil Services Academy Lahore, trainingFor, Police Service of Pakistan]
-
A.
Islamabad Capital Territory Police
The Islamabad Capital Territory Police is the primary law enforcement agency responsible for maintaining security and public order in Pakistan’s capital city, including key government institutions and diplomatic areas.
-
B.
Khyber District Police
Khyber District Police is the primary civilian law enforcement agency responsible for maintaining public order, preventing crime, and ensuring security in Pakistan’s Khyber District.
-
C.
Federal Investigation Agency of Pakistan
The Federal Investigation Agency of Pakistan is the country’s principal federal law enforcement and investigative body, responsible for tackling crimes such as terrorism, human trafficking, cybercrime, and immigration violations.
-
D.
Pakistan Frontier Corps
The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
-
E.
Inter-Services Intelligence
Inter-Services Intelligence is Pakistan’s premier military intelligence agency, known for its extensive role in regional security, covert operations, and influence over Afghan and South Asian affairs.
- 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: Police Service of Pakistan Triple: [Civil Services Academy Lahore, trainingFor, Police Service of Pakistan]
Generated description
The Police Service of Pakistan is the elite federal cadre responsible for leading and managing policing and law enforcement across Pakistan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Police Service of Pakistan Target entity description: The Police Service of Pakistan is the elite federal cadre responsible for leading and managing policing and law enforcement across Pakistan.
-
A.
Islamabad Capital Territory Police
The Islamabad Capital Territory Police is the primary law enforcement agency responsible for maintaining security and public order in Pakistan’s capital city, including key government institutions and diplomatic areas.
-
B.
Khyber District Police
Khyber District Police is the primary civilian law enforcement agency responsible for maintaining public order, preventing crime, and ensuring security in Pakistan’s Khyber District.
-
C.
Federal Investigation Agency of Pakistan
The Federal Investigation Agency of Pakistan is the country’s principal federal law enforcement and investigative body, responsible for tackling crimes such as terrorism, human trafficking, cybercrime, and immigration violations.
-
D.
Pakistan Frontier Corps
The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
-
E.
Inter-Services Intelligence
Inter-Services Intelligence is Pakistan’s premier military intelligence agency, known for its extensive role in regional security, covert operations, and influence over Afghan and South Asian affairs.
- 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_69ad858ac36c81909962589cd277d6e2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaa59888481908bdaefa1968d7f04 |
completed | March 8, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b262278ea48190a2664bda9af1632a |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b265faf3008190b0fcb08687cbf1e2 |
completed | March 12, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b266bf6bf48190a4480bf9a699dae8 |
completed | March 12, 2026, 7:09 a.m. |
Created at: March 8, 2026, 3:07 p.m.