Triple

T8534666
Position Surface form Disambiguated ID Type / Status
Subject Salima Hashmi E202047 entity
Predicate employer P7 FINISHED
Object National College of Arts
The National College of Arts is a leading Pakistani institution of higher education in fine arts, design, and architecture, renowned for nurturing many of the country’s prominent artists and cultural figures.
 E741961 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: National College of Arts | Statement: [Salima Hashmi, employer, National College of Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National College of Arts
Context triple: [Salima Hashmi, employer, National College of Arts]
  • A. Academy of Fine Arts
    The Academy of Fine Arts is an art and design faculty of the University of Sarajevo, known for training artists and creative professionals in Bosnia and Herzegovina.
  • B. Academy of Arts
    The Academy of Arts is a specialized division within the Royal Society of Thailand dedicated to the promotion, research, and preservation of the arts and cultural heritage.
  • C. Institute of Culture and Fine Arts
    The Institute of Culture and Fine Arts is a Cambodian academic institution dedicated to the study, preservation, and promotion of the nation’s cultural heritage and artistic traditions.
  • D. Institute of Arts
    The Institute of Arts is an academic unit specializing in arts education, research, and creative practice within Lesya Ukrainka Volyn National University.
  • E. Academy of Arts and Design
    The Academy of Arts and Design is Tsinghua University's renowned art and design school, recognized as one of China's leading institutions for creative and design education.
  • 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: National College of Arts
Triple: [Salima Hashmi, employer, National College of Arts]
Generated description
The National College of Arts is a leading Pakistani institution of higher education in fine arts, design, and architecture, renowned for nurturing many of the country’s prominent artists and cultural figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National College of Arts
Target entity description: The National College of Arts is a leading Pakistani institution of higher education in fine arts, design, and architecture, renowned for nurturing many of the country’s prominent artists and cultural figures.
  • A. Academy of Fine Arts
    The Academy of Fine Arts is an art and design faculty of the University of Sarajevo, known for training artists and creative professionals in Bosnia and Herzegovina.
  • B. Academy of Arts
    The Academy of Arts is a specialized division within the Royal Society of Thailand dedicated to the promotion, research, and preservation of the arts and cultural heritage.
  • C. Institute of Culture and Fine Arts
    The Institute of Culture and Fine Arts is a Cambodian academic institution dedicated to the study, preservation, and promotion of the nation’s cultural heritage and artistic traditions.
  • D. Institute of Arts
    The Institute of Arts is an academic unit specializing in arts education, research, and creative practice within Lesya Ukrainka Volyn National University.
  • E. Academy of Arts and Design
    The Academy of Arts and Design is Tsinghua University's renowned art and design school, recognized as one of China's leading institutions for creative and design education.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6a0ccd4819097b41d0dfb1c5018 completed March 31, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d7aa3a881909bfdd3536dbc4ec7 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6ee1bae4819099ef302138599b34 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fb93fd88190bc53a925473f9b71 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:17 p.m.