Triple

T12606332
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Military Academy E300986 entity
Predicate alsoKnownAs P39 FINISHED
Object PMA
PMA is the premier officer training institution of the Pakistan Army, located in Kakul near Abbottabad.
 E994068 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: PMA | Statement: [Pakistan Military Academy, alsoKnownAs, PMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PMA
Context triple: [Pakistan Military Academy, alsoKnownAs, PMA]
  • A. PMA
    PMA is an abbreviation commonly used for the U.S. Department of Agriculture’s former Production and Marketing Administration, which managed agricultural production and commodity marketing programs.
  • B. PMA
    PMA is the station code for Portimão railway station in Portugal’s Algarve region.
  • C. PMA-2
    PMA-2 is a pressurized docking adapter on the International Space Station’s Destiny laboratory module that enables visiting spacecraft to securely dock with the station.
  • D. PMB
    PMB is the abbreviation for Pure Michigan Byway, a designation for particularly scenic or culturally significant roads in the state of Michigan.
  • E. PAM
    PAM is the IATA airport code for Tyndall Air Force Base, a United States Air Force installation near Panama City, Florida.
  • 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: PMA
Triple: [Pakistan Military Academy, alsoKnownAs, PMA]
Generated description
PMA is the premier officer training institution of the Pakistan Army, located in Kakul near Abbottabad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PMA
Target entity description: PMA is the premier officer training institution of the Pakistan Army, located in Kakul near Abbottabad.
  • A. PMA
    PMA is an abbreviation commonly used for the U.S. Department of Agriculture’s former Production and Marketing Administration, which managed agricultural production and commodity marketing programs.
  • B. PMA
    PMA is the station code for Portimão railway station in Portugal’s Algarve region.
  • C. PMA-2
    PMA-2 is a pressurized docking adapter on the International Space Station’s Destiny laboratory module that enables visiting spacecraft to securely dock with the station.
  • D. PMB
    PMB is the abbreviation for Pure Michigan Byway, a designation for particularly scenic or culturally significant roads in the state of Michigan.
  • E. PAM
    PAM is the IATA airport code for Tyndall Air Force Base, a United States Air Force installation near Panama City, Florida.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954e7f2dc8190a42cab7a0e5ea7f3 completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ecd1b748190bd961497b30e1ae5 completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f6637f6b188190b61c986aa37bcfed completed May 2, 2026, 8:50 p.m.
NED2 Entity disambiguation (via description) batch_69f664db08e48190919ab5a175a23275 completed May 2, 2026, 8:55 p.m.
Created at: April 9, 2026, 5:11 p.m.