Triple

T14052612
Position Surface form Disambiguated ID Type / Status
Subject Foreign Service of Pakistan E338127 entity
Predicate trainingInstitution P2858 FINISHED
Object Foreign Service Academy (Pakistan)
The Foreign Service Academy (Pakistan) is the federal government’s premier institution responsible for training and professional development of Pakistani diplomats and foreign service officers.
 E1080844 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: Foreign Service Academy (Pakistan) | Statement: [Foreign Service of Pakistan, trainingInstitution, Foreign Service Academy (Pakistan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Foreign Service Academy (Pakistan)
Context triple: [Foreign Service of Pakistan, trainingInstitution, Foreign Service Academy (Pakistan)]
  • A. National Defence University Pakistan
    National Defence University Pakistan is the premier higher education and professional military institution of the Pakistan Armed Forces, specializing in national security, defense studies, and strategic leadership training.
  • B. Pakistan Air Force Academy
    Pakistan Air Force Academy is the premier training institution of the Pakistan Air Force, responsible for educating and preparing officer cadets for careers as military aviators and air force leaders.
  • C. Civil Services Academy Lahore
    Civil Services Academy Lahore is Pakistan’s premier federal training institution that prepares newly recruited civil servants for careers in the country’s administrative and allied services.
  • D. Pakistan Military Academy
    Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
  • E. PAF Air War College Institute
    PAF Air War College Institute is the Pakistan Air Force’s premier higher education and professional development institution for advanced air power, strategy, and leadership studies.
  • 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: Foreign Service Academy (Pakistan)
Triple: [Foreign Service of Pakistan, trainingInstitution, Foreign Service Academy (Pakistan)]
Generated description
The Foreign Service Academy (Pakistan) is the federal government’s premier institution responsible for training and professional development of Pakistani diplomats and foreign service officers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Foreign Service Academy (Pakistan)
Target entity description: The Foreign Service Academy (Pakistan) is the federal government’s premier institution responsible for training and professional development of Pakistani diplomats and foreign service officers.
  • A. National Defence University Pakistan
    National Defence University Pakistan is the premier higher education and professional military institution of the Pakistan Armed Forces, specializing in national security, defense studies, and strategic leadership training.
  • B. Pakistan Air Force Academy
    Pakistan Air Force Academy is the premier training institution of the Pakistan Air Force, responsible for educating and preparing officer cadets for careers as military aviators and air force leaders.
  • C. Civil Services Academy Lahore
    Civil Services Academy Lahore is Pakistan’s premier federal training institution that prepares newly recruited civil servants for careers in the country’s administrative and allied services.
  • D. Pakistan Military Academy
    Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
  • E. PAF Air War College Institute
    PAF Air War College Institute is the Pakistan Air Force’s premier higher education and professional development institution for advanced air power, strategy, and leadership studies.
  • 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_69fcd099b7788190a7c309dba450e58f completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd288bd5881908f6a442201c5beea completed May 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69fcd3ad7be8819094fc71c9f44fb4cb completed May 7, 2026, 6:02 p.m.
Created at: April 9, 2026, 10:20 p.m.