Triple

T1691338
Position Surface form Disambiguated ID Type / Status
Subject Ain Shams University E36554 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Commerce
The Faculty of Commerce at Ain Shams University is an academic division specializing in business, economics, and related commercial studies within one of Egypt’s leading public universities.
 E192583 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 Commerce | Statement: [Ain Shams University, hasFaculty, Faculty of Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Faculty of Commerce
Context triple: [Ain Shams University, hasFaculty, Faculty of Commerce]
  • A. Faculty of Commerce
    The Faculty of Commerce at Cairo University is a major academic division specializing in business, economics, and accounting education and research.
  • B. Faculty of Commerce
    The Faculty of Commerce at Alexandria University is an academic division specializing in business, economics, and related commercial studies within the university.
  • C. Faculty of Commerce
    The Faculty of Commerce is an academic division of the University of Swaziland that focuses on business, management, and related commercial disciplines.
  • D. Faculty of Commerce
    The Faculty of Commerce at the University of Calcutta is an academic division specializing in business, finance, and trade education and research.
  • E. Faculty of Commerce
    The Faculty of Commerce at Gauhati University is an academic division specializing in commerce and business education, offering undergraduate and postgraduate programs in areas such as accounting, finance, and management.
  • 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 Commerce
Triple: [Ain Shams University, hasFaculty, Faculty of Commerce]
Generated description
The Faculty of Commerce at Ain Shams University is an academic division specializing in business, economics, and related commercial studies within one of Egypt’s leading public universities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Faculty of Commerce
Target entity description: The Faculty of Commerce at Ain Shams University is an academic division specializing in business, economics, and related commercial studies within one of Egypt’s leading public universities.
  • A. Faculty of Commerce
    The Faculty of Commerce at Cairo University is a major academic division specializing in business, economics, and accounting education and research.
  • B. Faculty of Commerce
    The Faculty of Commerce at Alexandria University is an academic division specializing in business, economics, and related commercial studies within the university.
  • C. Faculty of Commerce
    The Faculty of Commerce is an academic division of the University of Swaziland that focuses on business, management, and related commercial disciplines.
  • D. Faculty of Commerce
    The Faculty of Commerce at the University of Calcutta is an academic division specializing in business, finance, and trade education and research.
  • E. Faculty of Commerce
    The Faculty of Commerce at Gauhati University is an academic division specializing in commerce and business education, offering undergraduate and postgraduate programs in areas such as accounting, finance, and management.
  • 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_69a886151508819084fa7f1ce6e05577 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6298fa748190acabb9f1d42bd3f5 completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8ac6cc88819086821026a37a3578 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad9575acf88190aa3fe80794534dd4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97a7128c819097ff36216f00d4f9 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:29 p.m.