Triple

T3208516
Position Surface form Disambiguated ID Type / Status
Subject Civil Services Academy Lahore E67220 entity
Predicate offersProgram P178 FINISHED
Object Specialized Training Program
The Specialized Training Program is an advanced professional course designed to prepare newly inducted civil servants in Pakistan with the skills and knowledge required for their specific occupational groups and service roles.
E338131 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: Specialized Training Program | Statement: [Civil Services Academy Lahore, offersProgram, Specialized Training Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Specialized Training Program
Context triple: [Civil Services Academy Lahore, offersProgram, Specialized Training Program]
  • A. Worker Training Program
    The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
  • B. Professional Development Programs
    Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.
  • C. Fellowship Program
    The Fellowship Program is a leadership development initiative of the Obama Foundation that supports and connects emerging civic innovators and changemakers around the world.
  • D. Integrated Training Service
    The Integrated Training Service is a unit within the United Nations Department of Peace Operations responsible for developing, coordinating, and supporting training for UN peacekeeping personnel.
  • E. New Agent Training Program
    The New Agent Training Program is the FBI’s intensive foundational course that prepares newly hired special agents through rigorous instruction in law enforcement techniques, investigative skills, and physical training.
  • 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: Specialized Training Program
Triple: [Civil Services Academy Lahore, offersProgram, Specialized Training Program]
Generated description
The Specialized Training Program is an advanced professional course designed to prepare newly inducted civil servants in Pakistan with the skills and knowledge required for their specific occupational groups and service roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Specialized Training Program
Target entity description: The Specialized Training Program is an advanced professional course designed to prepare newly inducted civil servants in Pakistan with the skills and knowledge required for their specific occupational groups and service roles.
  • A. Worker Training Program
    The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
  • B. Professional Development Programs
    Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.
  • C. Fellowship Program
    The Fellowship Program is a leadership development initiative of the Obama Foundation that supports and connects emerging civic innovators and changemakers around the world.
  • D. Integrated Training Service
    The Integrated Training Service is a unit within the United Nations Department of Peace Operations responsible for developing, coordinating, and supporting training for UN peacekeeping personnel.
  • E. New Agent Training Program
    The New Agent Training Program is the FBI’s intensive foundational course that prepares newly hired special agents through rigorous instruction in law enforcement techniques, investigative skills, and physical training.
  • 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_69ad858ac36c81909962589cd277d6e2 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaa59888481908bdaefa1968d7f04 completed March 8, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b262278ea48190a2664bda9af1632a completed March 12, 2026, 6:50 a.m.
NEDg Description generation batch_69b265faf3008190b0fcb08687cbf1e2 completed March 12, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69b266bf6bf48190a4480bf9a699dae8 completed March 12, 2026, 7:09 a.m.
Created at: March 8, 2026, 3:07 p.m.