Triple
T2495660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Armed Forces |
E52146
|
entity |
| Predicate | hasAcademy |
P1199
|
FINISHED |
| Object |
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.
|
E274191
|
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: Pakistan Air Force Academy | Statement: [Pakistan Armed Forces, hasAcademy, Pakistan Air Force Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistan Air Force Academy Context triple: [Pakistan Armed Forces, hasAcademy, Pakistan Air Force Academy]
-
A.
Pakistan Military Academy
Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
-
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.
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.
-
D.
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.
-
E.
Syrian Air Force Academy
The Syrian Air Force Academy is a military institution in Syria responsible for training and commissioning officers for the Syrian Arab Air Force.
- 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: Pakistan Air Force Academy Triple: [Pakistan Armed Forces, hasAcademy, Pakistan Air Force Academy]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pakistan Air Force Academy Target entity description: 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.
-
A.
Pakistan Military Academy
Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
-
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.
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.
-
D.
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.
-
E.
Syrian Air Force Academy
The Syrian Air Force Academy is a military institution in Syria responsible for training and commissioning officers for the Syrian Arab Air Force.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd19541048190b9e39db119c20fe8 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2b8789c88190b0300af1260eb9bd |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af42fba64c8190bc5d728ccf5343f2 |
completed | March 9, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af435fb0908190b1c48bc05cbb754c |
completed | March 9, 2026, 10:02 p.m. |
Created at: March 6, 2026, 9:45 p.m.