Triple
T2019779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Education (Egypt) |
E44077
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Ministry of Higher Education and Scientific Research (Egypt) |
E4385
|
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: Ministry of Higher Education and Scientific Research (Egypt) | Statement: [Ministry of Education (Egypt), collaboratesWith, Ministry of Higher Education and Scientific Research (Egypt)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Higher Education and Scientific Research (Egypt) Context triple: [Ministry of Education (Egypt), collaboratesWith, Ministry of Higher Education and Scientific Research (Egypt)]
-
A.
Egyptian Ministry of Higher Education and Scientific Research
chosen
The Egyptian Ministry of Higher Education and Scientific Research is the government body responsible for overseeing universities, higher education policy, and scientific research activities in Egypt.
-
B.
Ministry of Education of Egypt
The Ministry of Education of Egypt is the national governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
-
C.
Palestinian Ministry of Higher Education and Scientific Research
The Palestinian Ministry of Higher Education and Scientific Research is the governmental body responsible for overseeing universities, colleges, and scientific research policy in the Palestinian territories.
-
D.
Misr University for Science and Technology
Misr University for Science and Technology is a private Egyptian university known for its programs in science, engineering, and technology.
-
E.
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.
- 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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8d0bcbc8190bbbb726ecae1c51b |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0af3f484819085e18a1f9c2e7f9a |
completed | March 8, 2026, 11:49 p.m. |
Created at: March 4, 2026, 7:38 p.m.