Triple
T22787057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Latifa al-Zayyat |
E563996
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Ain Shams University |
—
|
NE NERFINISHED |
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: Ain Shams University | Statement: [Latifa al-Zayyat, employer, Ain Shams University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ain Shams University Context triple: [Latifa al-Zayyat, employer, Ain Shams University]
-
A.
Ain Shams University
chosen
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.
-
B.
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.
-
C.
Assiut University
Assiut University is a major public higher education and research institution located in the city of Assiut in Upper Egypt.
-
D.
Suez University
Suez University is a public higher education institution in Egypt known for serving the Suez region with a range of academic and research programs.
-
E.
Aswan University
Aswan University is a public higher education institution in Aswan, Egypt, offering a range of undergraduate and postgraduate programs across multiple disciplines.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e2455500788190b4b33030461f3bbd |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17c32de6481909ef358d16de98496 |
completed | April 29, 2026, 3:34 a.m. |
Created at: April 17, 2026, 3:29 p.m.