Triple
T10777761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aliko Dangote |
E254239
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object | Al-Azhar University (attended) |
E24032
|
NE FINISHED |
How this triple was built (2 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: Al-Azhar University (attended) | Statement: [Aliko Dangote, education, Al-Azhar University (attended)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Al-Azhar University (attended) Context triple: [Aliko Dangote, education, Al-Azhar University (attended)]
-
A.
Al-Azhar University
chosen
Al-Azhar University is one of the world’s oldest and most influential centers of Islamic learning and higher education, located in Cairo, Egypt.
-
B.
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.
-
C.
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.
-
D.
Nahda University in Beni Suef
Nahda University in Beni Suef is a private Egyptian university offering a range of undergraduate and postgraduate programs in fields such as medicine, engineering, and humanities.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732c18c3c819089d49e3e4585049e |
completed | April 9, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de55daf52c8190aee3bca39cdc5d55 |
completed | April 14, 2026, 2:57 p.m. |
Created at: April 8, 2026, 9:16 p.m.