Triple
T2738551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MOHESR (Egypt) |
E60689
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Egyptian universities
Egyptian universities are higher education institutions in Egypt that provide undergraduate and postgraduate education, conduct research, and contribute to the country’s scientific, cultural, and economic development.
|
E295633
|
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: Egyptian universities | Statement: [MOHESR (Egypt), collaboratesWith, Egyptian universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Egyptian universities Context triple: [MOHESR (Egypt), collaboratesWith, Egyptian universities]
-
A.
Cairo University
Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
-
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.
Aswan University
Aswan University is a public higher education institution in Aswan, Egypt, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
D.
Nile University
Nile University is a private, non-profit research university in Egypt known for its focus on technology, entrepreneurship, and innovation.
-
E.
Alexandria University
Alexandria University is a major public research university in Alexandria, Egypt, known for its wide range of academic programs and significant role in higher education in the region.
- 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: Egyptian universities Triple: [MOHESR (Egypt), collaboratesWith, Egyptian universities]
Generated description
Egyptian universities are higher education institutions in Egypt that provide undergraduate and postgraduate education, conduct research, and contribute to the country’s scientific, cultural, and economic development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Egyptian universities Target entity description: Egyptian universities are higher education institutions in Egypt that provide undergraduate and postgraduate education, conduct research, and contribute to the country’s scientific, cultural, and economic development.
-
A.
Cairo University
Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
-
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.
Aswan University
Aswan University is a public higher education institution in Aswan, Egypt, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
D.
Nile University
Nile University is a private, non-profit research university in Egypt known for its focus on technology, entrepreneurship, and innovation.
-
E.
Alexandria University
Alexandria University is a major public research university in Alexandria, Egypt, known for its wide range of academic programs and significant role in higher education in the region.
- 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_69ab4b77febc819095603eb012cd141b |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb147a588190829b74fe05b3a114 |
completed | March 7, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbc607d88190bc35ce56ac26dbf9 |
completed | March 10, 2026, 6:35 a.m. |
| NEDg | Description generation | batch_69afbce109f48190be1a31d9300dbee6 |
completed | March 10, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afbda490ac8190bb12598e26b91677 |
completed | March 10, 2026, 6:43 a.m. |
Created at: March 6, 2026, 9:56 p.m.