Triple

T1620888
Position Surface form Disambiguated ID Type / Status
Subject Rawalpindi E35027 entity
Predicate hasUniversity P113 FINISHED
Object Pir Mehr Ali Shah Arid Agriculture University Rawalpindi
Pir Mehr Ali Shah Arid Agriculture University Rawalpindi is a Pakistani public university specializing in arid and dryland agricultural research and education.
E182389 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: Pir Mehr Ali Shah Arid Agriculture University Rawalpindi | Statement: [Rawalpindi, hasUniversity, Pir Mehr Ali Shah Arid Agriculture University Rawalpindi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pir Mehr Ali Shah Arid Agriculture University Rawalpindi
Context triple: [Rawalpindi, hasUniversity, Pir Mehr Ali Shah Arid Agriculture University Rawalpindi]
  • A. University of Balochistan
    The University of Balochistan is a public higher education and research institution serving as the principal university of Pakistan’s Balochistan province.
  • B. 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.
  • C. 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.
  • D. COMSATS University Islamabad
    COMSATS University Islamabad is a leading public research university in Pakistan known for its strong programs in science, engineering, and information technology.
  • E. 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.
  • 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: Pir Mehr Ali Shah Arid Agriculture University Rawalpindi
Triple: [Rawalpindi, hasUniversity, Pir Mehr Ali Shah Arid Agriculture University Rawalpindi]
Generated description
Pir Mehr Ali Shah Arid Agriculture University Rawalpindi is a Pakistani public university specializing in arid and dryland agricultural research and education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pir Mehr Ali Shah Arid Agriculture University Rawalpindi
Target entity description: Pir Mehr Ali Shah Arid Agriculture University Rawalpindi is a Pakistani public university specializing in arid and dryland agricultural research and education.
  • A. University of Balochistan
    The University of Balochistan is a public higher education and research institution serving as the principal university of Pakistan’s Balochistan province.
  • B. 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.
  • C. 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.
  • D. COMSATS University Islamabad
    COMSATS University Islamabad is a leading public research university in Pakistan known for its strong programs in science, engineering, and information technology.
  • E. 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.
  • 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_69a886023194819080a3fccd6e325d0e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909b0738c8190b073e0ccec5e217d completed March 5, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51d2cbb481908bc74cecdc023547 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad5277c64481909ffe991fd4579d0d completed March 8, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ad52f8dda48190969a31b85b1d5134 completed March 8, 2026, 10:44 a.m.
Created at: March 4, 2026, 7:28 p.m.