Triple

T12574082
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Military Academy E273661 entity
Predicate subordinateTo P258 FINISHED
Object Inspector General Training and Evaluation
The Inspector General Training and Evaluation is a senior Pakistan Army authority responsible for overseeing, standardizing, and assessing the training and performance of the army’s institutions and units.
E989763 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: Inspector General Training and Evaluation | Statement: [Pakistan Military Academy, subordinateTo, Inspector General Training and Evaluation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inspector General Training and Evaluation
Context triple: [Pakistan Military Academy, subordinateTo, Inspector General Training and Evaluation]
  • A. Office of Inspections and Evaluations
    The Office of Inspections and Evaluations is a component of the Treasury Inspector General for Tax Administration that conducts reviews and assessments to improve the efficiency, effectiveness, and integrity of IRS programs and operations.
  • B. Counsel to the Inspector General
    Counsel to the Inspector General is the legal office within the Intelligence Community Inspector General that provides advice, guidance, and support on oversight, compliance, and investigative matters.
  • C. Council of the Inspectors General on Integrity and Efficiency
    The Council of the Inspectors General on Integrity and Efficiency is an independent U.S. government entity that coordinates and supports federal inspectors general in promoting integrity, efficiency, and accountability across federal agencies.
  • D. Directorate of Training and Education
    The Directorate of Training and Education is a division of OSHA responsible for developing, coordinating, and delivering occupational safety and health training and educational programs for workers, employers, and safety professionals.
  • E. Intelligence Analyst Training Program
    The Intelligence Analyst Training Program is a specialized FBI Academy course that prepares intelligence analysts to collect, evaluate, and interpret information in support of national security and law enforcement operations.
  • 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: Inspector General Training and Evaluation
Triple: [Pakistan Military Academy, subordinateTo, Inspector General Training and Evaluation]
Generated description
The Inspector General Training and Evaluation is a senior Pakistan Army authority responsible for overseeing, standardizing, and assessing the training and performance of the army’s institutions and units.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inspector General Training and Evaluation
Target entity description: The Inspector General Training and Evaluation is a senior Pakistan Army authority responsible for overseeing, standardizing, and assessing the training and performance of the army’s institutions and units.
  • A. Office of Inspections and Evaluations
    The Office of Inspections and Evaluations is a component of the Treasury Inspector General for Tax Administration that conducts reviews and assessments to improve the efficiency, effectiveness, and integrity of IRS programs and operations.
  • B. Counsel to the Inspector General
    Counsel to the Inspector General is the legal office within the Intelligence Community Inspector General that provides advice, guidance, and support on oversight, compliance, and investigative matters.
  • C. Council of the Inspectors General on Integrity and Efficiency
    The Council of the Inspectors General on Integrity and Efficiency is an independent U.S. government entity that coordinates and supports federal inspectors general in promoting integrity, efficiency, and accountability across federal agencies.
  • D. Directorate of Training and Education
    The Directorate of Training and Education is a division of OSHA responsible for developing, coordinating, and delivering occupational safety and health training and educational programs for workers, employers, and safety professionals.
  • E. Intelligence Analyst Training Program
    The Intelligence Analyst Training Program is a specialized FBI Academy course that prepares intelligence analysts to collect, evaluate, and interpret information in support of national security and law enforcement operations.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954a629fc8190a1c3b6777aad4527 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65597dc70819089ddc1794e9bd1b7 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656f812bc8190a2a691285fc30e03 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657f1ced08190a588642c7fa5efdd completed May 2, 2026, 8 p.m.
Created at: April 9, 2026, 4:42 p.m.