Triple

T532307
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Civil Service E12248 entity
Predicate hasTraining P10219 FINISHED
Object 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.
E67220 NE FINISHED

How this triple was built (5 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: Civil Services Academy Lahore | Statement: [Pakistan Civil Service, hasTraining, Civil Services Academy Lahore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Civil Services Academy Lahore
Context triple: [Pakistan Civil Service, hasTraining, Civil Services Academy Lahore]
  • A. University of Peshawar
    The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
  • B. Quaid-i-Azam University
    Quaid-i-Azam University is a leading public research university in Pakistan, renowned for its postgraduate programs and scenic campus at the foothills of the Margalla Hills in Islamabad.
  • C. Lal Bahadur Shastri National Academy of Administration
    Lal Bahadur Shastri National Academy of Administration is India’s premier civil services training institution, responsible for shaping newly recruited officers of the Indian Administrative Service and other allied services.
  • D. University of Engineering and Technology Peshawar
    The University of Engineering and Technology Peshawar is a leading public engineering and technology university in Pakistan, renowned for its programs in engineering, computer science, and related disciplines.
  • E. National University of Science and Technology (NUST)
    The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.
  • 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: Civil Services Academy Lahore
Triple: [Pakistan Civil Service, hasTraining, Civil Services Academy Lahore]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Civil Services Academy Lahore
Target entity description: 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.
  • A. University of Peshawar
    The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
  • B. Quaid-i-Azam University
    Quaid-i-Azam University is a leading public research university in Pakistan, renowned for its postgraduate programs and scenic campus at the foothills of the Margalla Hills in Islamabad.
  • C. Lal Bahadur Shastri National Academy of Administration
    Lal Bahadur Shastri National Academy of Administration is India’s premier civil services training institution, responsible for shaping newly recruited officers of the Indian Administrative Service and other allied services.
  • D. University of Engineering and Technology Peshawar
    The University of Engineering and Technology Peshawar is a leading public engineering and technology university in Pakistan, renowned for its programs in engineering, computer science, and related disciplines.
  • E. National University of Science and Technology (NUST)
    The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTraining
Context triple: [Pakistan Civil Service, hasTraining, Civil Services Academy Lahore]
  • A. trainingSystem
    Indicates a system or framework used to train, instruct, or develop skills or knowledge in a target entity.
  • B. hasCoachedFor
    Indicates that one entity has served in a coaching role for another entity, such as a team, organization, or individual.
  • C. training
    Indicates that one entity is teaching, coaching, or otherwise helping another entity acquire or improve a skill, behavior, or capability.
  • D. hasCareerTrack
    Indicates that an entity is associated with or follows a particular career path or professional progression.
  • E. typicalTraining chosen
    Indicates that an entity commonly undergoes or is associated with a standard or usual form of training in relation to another entity or context.
  • F. None of above.

Provenance (6 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_69a4933208e88190891f5debab1b776d completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4985e51908190a34aa82ea9dbee1e completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4c02df1fc8190bdb1410bd020af62 completed March 1, 2026, 10:39 p.m.
NEDg Description generation batch_69a4c437206c819087cefdb3d163e953 completed March 1, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69a4c55468808190a997500ad8895f8c completed March 1, 2026, 11:01 p.m.
PD Predicate disambiguation batch_69a494b3e49081909810fa417b31306f completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.