Triple
T9803921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libyan antiquities authorities |
E237905
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Libyan universities
Libyan universities are higher education institutions in Libya that provide academic and research programs across various disciplines and often support national efforts in areas such as cultural heritage and development.
|
E820980
|
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: Libyan universities | Statement: [Libyan antiquities authorities, collaboratesWith, Libyan universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan universities Context triple: [Libyan antiquities authorities, collaboratesWith, Libyan universities]
-
A.
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.
-
B.
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.
-
C.
University of Benghazi
The University of Benghazi is a major public higher education and research institution located in Benghazi, Libya.
-
D.
Sirte University
Sirte University is a public higher education institution in the city of Sirte, Libya, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
E.
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.
- 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: Libyan universities Triple: [Libyan antiquities authorities, collaboratesWith, Libyan universities]
Generated description
Libyan universities are higher education institutions in Libya that provide academic and research programs across various disciplines and often support national efforts in areas such as cultural heritage and development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libyan universities Target entity description: Libyan universities are higher education institutions in Libya that provide academic and research programs across various disciplines and often support national efforts in areas such as cultural heritage and development.
-
A.
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.
-
B.
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.
-
C.
University of Benghazi
The University of Benghazi is a major public higher education and research institution located in Benghazi, Libya.
-
D.
Sirte University
Sirte University is a public higher education institution in the city of Sirte, Libya, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
E.
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.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdab7a0ce881908f0555d194dece3f |
completed | April 1, 2026, 11:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c4538760819099ba1e392d31a135 |
completed | April 5, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69d1c5162d8081908fd75276ec77a9f5 |
completed | April 5, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c57c587c8190a6e6de9231aea380 |
completed | April 5, 2026, 2:14 a.m. |
Created at: March 30, 2026, 8:29 p.m.