Triple
T12572333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Egyptian universities |
E295633
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Future University in Egypt
Future University in Egypt is a private higher education institution in Cairo known for its modern campus and diverse academic programs in fields such as engineering, pharmacy, and business.
|
E1055406
|
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: Future University in Egypt | Statement: [Egyptian universities, notableMember, Future University in Egypt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Future University in Egypt Context triple: [Egyptian universities, notableMember, Future University in Egypt]
-
A.
British University in Egypt
The British University in Egypt is a private Egyptian higher education institution offering UK-validated degrees and operating in partnership with British universities.
-
B.
Ain Shams University
Ain Shams University is a major public research university in Cairo, Egypt, known for its wide range of academic programs and significant role in the country’s higher education system.
-
C.
Helwan University
Helwan University is a public university in Helwan, Egypt, known for its diverse academic programs and strong focus on applied arts, engineering, and technology.
-
D.
German University in Cairo
The German University in Cairo is a prominent private university in Egypt offering German-style higher education and strong international partnerships, particularly with institutions in Germany.
-
E.
Nile University
Nile University is a private, non-profit research university in Egypt known for its focus on technology, entrepreneurship, and innovation.
- 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: Future University in Egypt Triple: [Egyptian universities, notableMember, Future University in Egypt]
Generated description
Future University in Egypt is a private higher education institution in Cairo known for its modern campus and diverse academic programs in fields such as engineering, pharmacy, and business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Future University in Egypt Target entity description: Future University in Egypt is a private higher education institution in Cairo known for its modern campus and diverse academic programs in fields such as engineering, pharmacy, and business.
-
A.
British University in Egypt
The British University in Egypt is a private Egyptian higher education institution offering UK-validated degrees and operating in partnership with British universities.
-
B.
Ain Shams University
Ain Shams University is a major public research university in Cairo, Egypt, known for its wide range of academic programs and significant role in the country’s higher education system.
-
C.
Helwan University
Helwan University is a public university in Helwan, Egypt, known for its diverse academic programs and strong focus on applied arts, engineering, and technology.
-
D.
German University in Cairo
The German University in Cairo is a prominent private university in Egypt offering German-style higher education and strong international partnerships, particularly with institutions in Germany.
-
E.
Nile University
Nile University is a private, non-profit research university in Egypt known for its focus on technology, entrepreneurship, and innovation.
- 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_69d6ad9cac2c81908e8a7bed82d1e21d |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d954a52c788190beac128a97e34dc1 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79418e26c819088f3aa608d9d65d6 |
completed | May 3, 2026, 6:29 p.m. |
| NEDg | Description generation | batch_69f79523bf608190addeca563bea132e |
completed | May 3, 2026, 6:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7965cc9f88190acbf232615a9e87b |
completed | May 3, 2026, 6:39 p.m. |
Created at: April 8, 2026, 11:50 p.m.