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.