Triple
T1765679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Benghazi |
E38755
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Ministry of Higher Education of Libya
The Ministry of Higher Education of Libya is the national government body responsible for overseeing and regulating universities and higher education institutions across Libya.
|
E199594
|
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: Ministry of Higher Education of Libya | Statement: [University of Benghazi, governedBy, Ministry of Higher Education of Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Higher Education of Libya Context triple: [University of Benghazi, governedBy, Ministry of Higher Education of Libya]
-
A.
University of Tripoli
The University of Tripoli is a major public higher education institution in Libya’s capital, offering a wide range of academic programs and serving as one of the country’s leading universities.
-
B.
University of Benghazi
The University of Benghazi is a major public higher education and research institution located in Benghazi, Libya.
-
C.
Egyptian Ministry of Higher Education and Scientific Research
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.
-
D.
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.
-
E.
Libyan government
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
- 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: Ministry of Higher Education of Libya Triple: [University of Benghazi, governedBy, Ministry of Higher Education of Libya]
Generated description
The Ministry of Higher Education of Libya is the national government body responsible for overseeing and regulating universities and higher education institutions across Libya.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Higher Education of Libya Target entity description: The Ministry of Higher Education of Libya is the national government body responsible for overseeing and regulating universities and higher education institutions across Libya.
-
A.
University of Tripoli
The University of Tripoli is a major public higher education institution in Libya’s capital, offering a wide range of academic programs and serving as one of the country’s leading universities.
-
B.
University of Benghazi
The University of Benghazi is a major public higher education and research institution located in Benghazi, Libya.
-
C.
Egyptian Ministry of Higher Education and Scientific Research
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.
-
D.
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.
-
E.
Libyan government
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
- 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_69a8862d562481908d7025a1c1f67c0d |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6467c3f08190abc8a06269ede908 |
completed | March 6, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada98eb0348190a44e05393a2c6eff |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adae9845f081908904030f7a10df63 |
completed | March 8, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adafa3494c8190b34a6930cf38ca40 |
completed | March 8, 2026, 5:19 p.m. |
Created at: March 4, 2026, 7:31 p.m.