Triple

T4438735
Position Surface form Disambiguated ID Type / Status
Subject University of the Punjab E95715 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Economics and Management Sciences
The Faculty of Economics and Management Sciences is an academic division of the University of the Punjab that offers education and research programs in economics, business, and related management disciplines.
E443410 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 Economics and Management Sciences | Statement: [University of the Punjab, hasFaculty, Faculty of Economics and Management Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Faculty of Economics and Management Sciences
Context triple: [University of the Punjab, hasFaculty, Faculty of Economics and Management Sciences]
  • A. Faculty of Economics and Management Science
    The Faculty of Economics and Management Science is an academic division of the University of Leipzig specializing in teaching and research in economics, business administration, and related social sciences.
  • B. Faculty of Economic and Management Sciences
    The Faculty of Economic and Management Sciences is the University of Pretoria’s academic division dedicated to teaching and research in fields such as economics, business, accounting, and public management.
  • C. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic unit of the Pontifical Catholic University of Chile dedicated to teaching and research in economics, business, and related management disciplines.
  • D. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Lumière University Lyon 2 specializing in teaching and research in economics, business, and management-related disciplines.
  • E. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Cheikh Anta Diop University specializing in education and research in economics, business, and management 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 Economics and Management Sciences
Triple: [University of the Punjab, hasFaculty, Faculty of Economics and Management Sciences]
Generated description
The Faculty of Economics and Management Sciences is an academic division of the University of the Punjab that offers education and research programs in economics, business, and related management disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Faculty of Economics and Management Sciences
Target entity description: The Faculty of Economics and Management Sciences is an academic division of the University of the Punjab that offers education and research programs in economics, business, and related management disciplines.
  • A. Faculty of Economics and Management Science
    The Faculty of Economics and Management Science is an academic division of the University of Leipzig specializing in teaching and research in economics, business administration, and related social sciences.
  • B. Faculty of Economic and Management Sciences
    The Faculty of Economic and Management Sciences is the University of Pretoria’s academic division dedicated to teaching and research in fields such as economics, business, accounting, and public management.
  • C. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Lumière University Lyon 2 specializing in teaching and research in economics, business, and management-related disciplines.
  • D. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Cheikh Anta Diop University specializing in education and research in economics, business, and management sciences.
  • E. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Volgograd State Technical University specializing in education and research in economics, business, and management disciplines.
  • 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_69b6375d0d8c819095a27cdc84af9faf completed March 15, 2026, 4:36 a.m.
NEDg Description generation batch_69b63823c30c8190af727acae00da9d3 completed March 15, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b638a398f88190bd0f041e9494aeba completed March 15, 2026, 4:42 a.m.
Created at: March 12, 2026, 11:31 p.m.