Triple

T15626531
Position Surface form Disambiguated ID Type / Status
Subject Asim Munir E375692 entity
Predicate education P5 FINISHED
Object Officers Training School Mangla
Officers Training School Mangla is a Pakistan Army training institution that prepares and commissions officer cadets into the armed forces.
 E1168781 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: Officers Training School Mangla | Statement: [Asim Munir, education, Officers Training School Mangla]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Officers Training School Mangla
Context triple: [Asim Munir, education, Officers Training School Mangla]
  • A. Army Service Corps School Nowshera
    Army Service Corps School Nowshera is a key Pakistan Army training institution specializing in logistics, supply, and transport education for Army Service Corps personnel.
  • B. Infantry School, Mhow
    Infantry School, Mhow is a premier training institution of the Indian Army responsible for developing doctrine and imparting advanced training in infantry warfare and tactics.
  • C. Commando Regiment Training School
    Commando Regiment Training School is a specialized Sri Lanka Army institution dedicated to training and developing elite commando and special operations personnel.
  • D. Pakistan Military Academy
    Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
  • E. Defence College of Technical Training
    The Defence College of Technical Training is a United Kingdom military training institution responsible for delivering specialist technical education and professional development across the armed forces.
  • 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: Officers Training School Mangla
Triple: [Asim Munir, education, Officers Training School Mangla]
Generated description
Officers Training School Mangla is a Pakistan Army training institution that prepares and commissions officer cadets into the armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Officers Training School Mangla
Target entity description: Officers Training School Mangla is a Pakistan Army training institution that prepares and commissions officer cadets into the armed forces.
  • A. Army Service Corps School Nowshera
    Army Service Corps School Nowshera is a key Pakistan Army training institution specializing in logistics, supply, and transport education for Army Service Corps personnel.
  • B. Infantry School, Mhow
    Infantry School, Mhow is a premier training institution of the Indian Army responsible for developing doctrine and imparting advanced training in infantry warfare and tactics.
  • C. Commando Regiment Training School
    Commando Regiment Training School is a specialized Sri Lanka Army institution dedicated to training and developing elite commando and special operations personnel.
  • D. Pakistan Military Academy
    Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
  • E. Defence College of Technical Training
    The Defence College of Technical Training is a United Kingdom military training institution responsible for delivering specialist technical education and professional development across the armed forces.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e9e5e248190ae54cda1fde51efb completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f415c2c81909e232e1c6531da93 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff5fea7cb48190a1acb9201a12fa32 completed May 9, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69ff62e84bec81908a4885bf7f8f3749 completed May 9, 2026, 4:38 p.m.
Created at: April 10, 2026, 4:14 a.m.