Triple

T1691334

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ain Shams University	`E36554`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Engineering The Faculty of Engineering at Ain Shams University is a major Egyptian engineering school offering a wide range of undergraduate and postgraduate programs in engineering and applied sciences.	`E216986`	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 Engineering | Statement: [Ain Shams University, hasFaculty, Faculty of Engineering]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Faculty of Engineering
Context triple: [Ain Shams University, hasFaculty, Faculty of Engineering]

A. Faculty of Engineering
The Faculty of Engineering at Cairo University is a leading Egyptian engineering school known for its comprehensive undergraduate and postgraduate programs, research output, and role in training engineers across diverse technical fields.
B. Faculty of Engineering
The Faculty of Engineering at the University of La Serena is an academic division dedicated to engineering education and research in northern Chile.
C. Faculty of Engineering
The Faculty of Engineering at the University of Tokyo is a leading academic division renowned for its cutting-edge research and education in engineering and technology in Japan and worldwide.
D. Faculty of Engineering
The Faculty of Engineering at the National University of Colombia’s Bogotá campus is a leading academic unit dedicated to engineering education and research across multiple disciplines, contributing significantly to the country’s technological and industrial development.
E. Faculty of Engineering
The Faculty of Engineering at Vrije Universiteit Brussel is an academic division that offers engineering education and conducts research across various technological and applied science disciplines.
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 Engineering
Triple: [Ain Shams University, hasFaculty, Faculty of Engineering]

Generated description

The Faculty of Engineering at Ain Shams University is a major Egyptian engineering school offering a wide range of undergraduate and postgraduate programs in engineering and applied sciences.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Faculty of Engineering
Target entity description: The Faculty of Engineering at Ain Shams University is a major Egyptian engineering school offering a wide range of undergraduate and postgraduate programs in engineering and applied sciences.

A. Faculty of Engineering
The Faculty of Engineering at Cairo University is a leading Egyptian engineering school known for its comprehensive undergraduate and postgraduate programs, research output, and role in training engineers across diverse technical fields.
B. Faculty of Engineering
The Faculty of Engineering at Istanbul University is an academic division that offers undergraduate and graduate programs in various engineering disciplines, combining technical education with research and innovation.
C. Faculty of Engineering
The Faculty of Engineering at McGill University is a leading academic division offering undergraduate and graduate programs in engineering and related applied sciences, known for its research, innovation, and professional training.
D. Faculty of Engineering
The Faculty of Engineering at the University of Alberta is a major Canadian engineering school known for its comprehensive undergraduate and graduate programs, research intensity, and strong industry partnerships across multiple engineering disciplines.
E. Faculty of Engineering
The Faculty of Engineering at the University of Ottawa is an academic division offering engineering and computer science programs, research, and professional training.
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_69adf3b7558c8190aa616de6db4ed94a`	completed	March 8, 2026, 10:09 p.m.
NEDg	Description generation	`batch_69adf4159e848190800c814a99c8dc69`	completed	March 8, 2026, 10:11 p.m.
NED2	Entity disambiguation (via description)	`batch_69adf4bf73cc819098c1d10d405445eb`	completed	March 8, 2026, 10:14 p.m.

Created at: March 4, 2026, 7:29 p.m.