Triple

T15639114
Position Surface form Disambiguated ID Type / Status
Subject Dr. Mahmud Hussain Library E376020 entity
Predicate role P268 FINISHED
Object central research library of the University of Karachi
Dr. Mahmud Hussain Library is the main academic and research library of the University of Karachi, housing extensive scholarly collections and resources for students and faculty.
 E1168475 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: central research library of the University of Karachi | Statement: [Dr. Mahmud Hussain Library, role, central research library of the University of Karachi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: central research library of the University of Karachi
Context triple: [Dr. Mahmud Hussain Library, role, central research library of the University of Karachi]
  • A. Central Library University of Peshawar
    Central Library University of Peshawar is the main academic library of the University of Peshawar, serving as a key resource center for students, faculty, and researchers with extensive collections and study facilities.
  • B. University of Karachi
    The University of Karachi is one of Pakistan’s largest and most prominent public research universities, located in the city of Karachi.
  • C. Shah Abdul Latif University Khairpur
    Shah Abdul Latif University Khairpur is a public higher education institution in Sindh, Pakistan, offering undergraduate and postgraduate programs across various disciplines.
  • D. Allama Iqbal Library
    Allama Iqbal Library is the central academic and research library of the University of Kashmir, serving as a major knowledge and resource hub for students and scholars in the region.
  • E. University of the Punjab
    The University of the Punjab is one of Pakistan’s oldest and most prestigious public universities, renowned for its significant contributions to higher education and research in South Asia.
  • 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: central research library of the University of Karachi
Triple: [Dr. Mahmud Hussain Library, role, central research library of the University of Karachi]
Generated description
Dr. Mahmud Hussain Library is the main academic and research library of the University of Karachi, housing extensive scholarly collections and resources for students and faculty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: central research library of the University of Karachi
Target entity description: Dr. Mahmud Hussain Library is the main academic and research library of the University of Karachi, housing extensive scholarly collections and resources for students and faculty.
  • A. Central Library University of Peshawar
    Central Library University of Peshawar is the main academic library of the University of Peshawar, serving as a key resource center for students, faculty, and researchers with extensive collections and study facilities.
  • B. University of Karachi
    The University of Karachi is one of Pakistan’s largest and most prominent public research universities, located in the city of Karachi.
  • C. Shah Abdul Latif University Khairpur
    Shah Abdul Latif University Khairpur is a public higher education institution in Sindh, Pakistan, offering undergraduate and postgraduate programs across various disciplines.
  • D. Allama Iqbal Library
    Allama Iqbal Library is the central academic and research library of the University of Kashmir, serving as a major knowledge and resource hub for students and scholars in the region.
  • E. University of the Punjab
    The University of the Punjab is one of Pakistan’s oldest and most prestigious public universities, renowned for its significant contributions to higher education and research in South Asia.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed06b388190bfebb77fe70e7df1 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4b693c81908fd324a5e92fc23c completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff612f54a48190a392a3712db4c907 completed May 9, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69ff61fbcad481908af89369458b23ca completed May 9, 2026, 4:34 p.m.
Created at: April 10, 2026, 4:14 a.m.