Triple

T4438734
Position Surface form Disambiguated ID Type / Status
Subject University of the Punjab E95715 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Behavioral and Social Sciences
The Faculty of Behavioral and Social Sciences is an academic division of the University of the Punjab that focuses on teaching and research in disciplines related to human behavior and social structures.
E439923 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: Faculty of Behavioral and Social Sciences | Statement: [University of the Punjab, hasFaculty, Faculty of Behavioral and Social Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Faculty of Behavioral and Social Sciences
Context triple: [University of the Punjab, hasFaculty, Faculty of Behavioral and Social Sciences]
  • A. Faculty of Behavioural and Social Sciences
    The Faculty of Behavioural and Social Sciences is an academic division of Chemnitz University of Technology focused on research and teaching in psychology, education, and the social sciences.
  • B. Faculty of Behavioural and Social Sciences
    The Faculty of Behavioural and Social Sciences is an academic division of the University of Groningen that focuses on research and education in disciplines such as psychology, pedagogy, sociology, and related social and behavioral sciences.
  • C. Faculty of Social and Behavioural Sciences
    The Faculty of Social and Behavioural Sciences is an academic division of the University of Zimbabwe that focuses on disciplines studying human behavior, society, and social systems.
  • D. Faculty of Social and Behavioural Sciences
    The Faculty of Social and Behavioural Sciences is a division of Utrecht University that focuses on education and research in disciplines such as psychology, sociology, cultural anthropology, and related social sciences.
  • E. Faculty of Social and Behavioural Sciences
    The Faculty of Social and Behavioural Sciences is a division of Leiden University that focuses on research and education in disciplines such as psychology, political science, cultural anthropology, and related social 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: Faculty of Behavioral and Social Sciences
Triple: [University of the Punjab, hasFaculty, Faculty of Behavioral and Social Sciences]
Generated description
The Faculty of Behavioral and Social Sciences is an academic division of the University of the Punjab that focuses on teaching and research in disciplines related to human behavior and social structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Faculty of Behavioral and Social Sciences
Target entity description: The Faculty of Behavioral and Social Sciences is an academic division of the University of the Punjab that focuses on teaching and research in disciplines related to human behavior and social structures.
  • A. Faculty of Behavioural and Social Sciences
    The Faculty of Behavioural and Social Sciences is an academic division of Chemnitz University of Technology focused on research and teaching in psychology, education, and the social sciences.
  • B. Faculty of Behavioural and Social Sciences
    The Faculty of Behavioural and Social Sciences is an academic division of the University of Groningen that focuses on research and education in disciplines such as psychology, pedagogy, sociology, and related social and behavioral sciences.
  • C. Faculty of Social and Behavioural Sciences
    The Faculty of Social and Behavioural Sciences is a division of Leiden University that focuses on research and education in disciplines such as psychology, political science, cultural anthropology, and related social sciences.
  • D. Faculty of Social and Behavioural Sciences
    The Faculty of Social and Behavioural Sciences is an academic division of the University of Zimbabwe that focuses on disciplines studying human behavior, society, and social systems.
  • E. Faculty of Social and Behavioural Sciences
    The Faculty of Social and Behavioural Sciences is a division of Utrecht University that focuses on education and research in disciplines such as psychology, sociology, cultural anthropology, and related social 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3558c75948190875a5fb10eac0597 completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137b97748190b8ebecaf590baad3 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b615aea38481908ffe37feadeb9a4b completed March 15, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b61601898c81908e108f475f4b35d3 completed March 15, 2026, 2:14 a.m.
Created at: March 12, 2026, 11:31 p.m.