Triple

T7856551
Position Surface form Disambiguated ID Type / Status
Subject Pir Mehr Ali Shah Arid Agriculture University Rawalpindi E182389 entity
Predicate shortName P43 FINISHED
Object PMAS-AAUR
PMAS-AAUR is a Pakistani public university in Rawalpindi specializing in arid agriculture, environmental sciences, and related disciplines.
 E700830 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: PMAS-AAUR | Statement: [Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, shortName, PMAS-AAUR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PMAS-AAUR
Context triple: [Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, shortName, PMAS-AAUR]
  • A. Pakistan Space and Upper Atmosphere Research Commission
    The Pakistan Space and Upper Atmosphere Research Commission (SUPARCO) is Pakistan’s national space agency, responsible for the country’s space research, satellite development, and related scientific and technological programs.
  • B. Pakistan Academy of Sciences
    The Pakistan Academy of Sciences is a premier national learned society that promotes scientific research, recognizes outstanding scientists, and advises the government on science and technology policy in Pakistan.
  • C. 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.
  • D. PAF Air War College Institute
    PAF Air War College Institute is the Pakistan Air Force’s premier higher education and professional development institution for advanced air power, strategy, and leadership studies.
  • E. Quaid-e-Awam University of Engineering, Science and Technology
    Quaid-e-Awam University of Engineering, Science and Technology is a public engineering and science university located in Nawabshah, Sindh, Pakistan, known for its programs in engineering, technology, and applied sciences.
  • 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: PMAS-AAUR
Triple: [Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, shortName, PMAS-AAUR]
Generated description
PMAS-AAUR is a Pakistani public university in Rawalpindi specializing in arid agriculture, environmental sciences, and related disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PMAS-AAUR
Target entity description: PMAS-AAUR is a Pakistani public university in Rawalpindi specializing in arid agriculture, environmental sciences, and related disciplines.
  • A. Pakistan Space and Upper Atmosphere Research Commission
    The Pakistan Space and Upper Atmosphere Research Commission (SUPARCO) is Pakistan’s national space agency, responsible for the country’s space research, satellite development, and related scientific and technological programs.
  • B. Pakistan Academy of Sciences
    The Pakistan Academy of Sciences is a premier national learned society that promotes scientific research, recognizes outstanding scientists, and advises the government on science and technology policy in Pakistan.
  • C. 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.
  • D. PAF Air War College Institute
    PAF Air War College Institute is the Pakistan Air Force’s premier higher education and professional development institution for advanced air power, strategy, and leadership studies.
  • E. Quaid-e-Awam University of Engineering, Science and Technology
    Quaid-e-Awam University of Engineering, Science and Technology is a public engineering and science university located in Nawabshah, Sindh, Pakistan, known for its programs in engineering, technology, and applied sciences.
  • 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_69ca82887fd48190975896bf38c4596b completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a75de548190af5653409a3b3881 completed March 31, 2026, 12:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b2e2980819083369668938bae9c completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762fda2c81908ed508e12cabb938 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf706e888190bfd08d9d78945c49 completed March 31, 2026, 12:34 p.m.
Created at: March 30, 2026, 4:52 p.m.