Triple
T2495658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Armed Forces |
E52146
|
entity |
| Predicate | hasAcademy |
P1199
|
FINISHED |
| Object |
Pakistan Military Academy
Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
|
E273661
|
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 Military Academy | Statement: [Pakistan Armed Forces, hasAcademy, Pakistan Military Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistan Military Academy Context triple: [Pakistan Armed Forces, hasAcademy, Pakistan Military Academy]
-
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.
Garrison Cadet College Kohat
Garrison Cadet College Kohat is a military-style residential school and college in Pakistan that prepares students for higher education and potential careers in the armed forces.
-
D.
Egyptian Military Academy
The Egyptian Military Academy is Egypt’s premier officer training institution, producing many of the country’s top military and political leaders.
-
E.
Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
- 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 Military Academy Triple: [Pakistan Armed Forces, hasAcademy, Pakistan Military Academy]
Generated description
Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pakistan Military Academy Target entity description: Pakistan Military Academy is Pakistan’s premier officer training institution for the army, located in Kakul near Abbottabad.
-
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.
Garrison Cadet College Kohat
Garrison Cadet College Kohat is a military-style residential school and college in Pakistan that prepares students for higher education and potential careers in the armed forces.
-
D.
Egyptian Military Academy
The Egyptian Military Academy is Egypt’s premier officer training institution, producing many of the country’s top military and political leaders.
-
E.
Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
- 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_69af1f98a1a48190bc9eeb25868a2f9b |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af236665488190ab178fe27bb078b6 |
completed | March 9, 2026, 7:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af23eac91881908c232fa5ea0ed587 |
completed | March 9, 2026, 7:47 p.m. |
Created at: March 6, 2026, 9:45 p.m.