Triple

T2431842
Position Surface form Disambiguated ID Type / Status
Subject Nowshera E52863 entity
Predicate hasMilitaryInstallation P1869 FINISHED
Object School of Artillery (Pakistan Army)
The School of Artillery (Pakistan Army) is the Pakistan Army’s principal training and doctrine institution for artillery officers and soldiers, responsible for developing and teaching artillery tactics, gunnery, and fire-support skills.
E264729 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: School of Artillery (Pakistan Army) | Statement: [Nowshera, hasMilitaryInstallation, School of Artillery (Pakistan Army)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Artillery (Pakistan Army)
Context triple: [Nowshera, hasMilitaryInstallation, School of Artillery (Pakistan Army)]
  • A. Command and Staff College Quetta
    Command and Staff College Quetta is a premier Pakistani military institution that provides advanced professional education and training to mid-career officers of the armed forces and allied countries.
  • B. 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.
  • C. Pakistan Army General Headquarters (GHQ)
    Pakistan Army General Headquarters (GHQ) is the central command and administrative hub of the Pakistan Army, overseeing its strategic planning, operations, and organizational management.
  • D. United States Army Field Artillery School
    The United States Army Field Artillery School is the Army’s primary institution for educating and training soldiers and officers in field artillery tactics, techniques, and doctrine.
  • E. National Defence Academy (near Pune)
    The National Defence Academy near Pune is India’s premier joint services military training institution where cadets of the Army, Navy, and Air Force are trained together before proceeding to their respective service academies.
  • 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: School of Artillery (Pakistan Army)
Triple: [Nowshera, hasMilitaryInstallation, School of Artillery (Pakistan Army)]
Generated description
The School of Artillery (Pakistan Army) is the Pakistan Army’s principal training and doctrine institution for artillery officers and soldiers, responsible for developing and teaching artillery tactics, gunnery, and fire-support skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Artillery (Pakistan Army)
Target entity description: The School of Artillery (Pakistan Army) is the Pakistan Army’s principal training and doctrine institution for artillery officers and soldiers, responsible for developing and teaching artillery tactics, gunnery, and fire-support skills.
  • A. Command and Staff College Quetta
    Command and Staff College Quetta is a premier Pakistani military institution that provides advanced professional education and training to mid-career officers of the armed forces and allied countries.
  • B. 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.
  • C. Pakistan Army General Headquarters (GHQ)
    Pakistan Army General Headquarters (GHQ) is the central command and administrative hub of the Pakistan Army, overseeing its strategic planning, operations, and organizational management.
  • D. United States Army Field Artillery School
    The United States Army Field Artillery School is the Army’s primary institution for educating and training soldiers and officers in field artillery tactics, techniques, and doctrine.
  • E. National Defence Academy (near Pune)
    The National Defence Academy near Pune is India’s premier joint services military training institution where cadets of the Army, Navy, and Air Force are trained together before proceeding to their respective service academies.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9c915e881908d97ae4ccc83ab53 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf68d6a481909acd43eb31660f0e completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec16e9158819087139fd3e86785b0 completed March 9, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69aec2065b608190bcdc4dd2d82be9d6 completed March 9, 2026, 12:50 p.m.
Created at: March 6, 2026, 9:43 p.m.