Triple
T8932132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Liberia |
E212680
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Association of Liberian Universities
The Association of Liberian Universities is a national consortium that brings together higher education institutions in Liberia to coordinate academic standards, collaboration, and advocacy for tertiary education.
|
E765804
|
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: Association of Liberian Universities | Statement: [University of Liberia, memberOf, Association of Liberian Universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Association of Liberian Universities Context triple: [University of Liberia, memberOf, Association of Liberian Universities]
-
A.
University of Liberia
The University of Liberia is the oldest and largest public institution of higher education in Liberia, offering a wide range of undergraduate and graduate programs across multiple disciplines.
-
B.
University of Sierra Leone
The University of Sierra Leone is the main public higher education institution in Sierra Leone, comprising several constituent colleges and serving as a central hub for academic and professional training in the country.
-
C.
West African Students' Union
The West African Students' Union was a pioneering pan-African student organization in London that became a key hub for anti-colonial activism and intellectual exchange among West African students in the early to mid-20th century.
-
D.
Association of African Universities
The Association of African Universities is a continental organization that brings together higher education institutions across Africa to promote collaboration, capacity building, and the advancement of tertiary education on the continent.
-
E.
African Research Universities Alliance
The African Research Universities Alliance is a network of leading African universities dedicated to advancing high-quality research, postgraduate training, and academic collaboration across the continent.
- 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: Association of Liberian Universities Triple: [University of Liberia, memberOf, Association of Liberian Universities]
Generated description
The Association of Liberian Universities is a national consortium that brings together higher education institutions in Liberia to coordinate academic standards, collaboration, and advocacy for tertiary education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Association of Liberian Universities Target entity description: The Association of Liberian Universities is a national consortium that brings together higher education institutions in Liberia to coordinate academic standards, collaboration, and advocacy for tertiary education.
-
A.
University of Liberia
The University of Liberia is the oldest and largest public institution of higher education in Liberia, offering a wide range of undergraduate and graduate programs across multiple disciplines.
-
B.
University of Sierra Leone
The University of Sierra Leone is the main public higher education institution in Sierra Leone, comprising several constituent colleges and serving as a central hub for academic and professional training in the country.
-
C.
West African Students' Union
The West African Students' Union was a pioneering pan-African student organization in London that became a key hub for anti-colonial activism and intellectual exchange among West African students in the early to mid-20th century.
-
D.
Association of African Universities
The Association of African Universities is a continental organization that brings together higher education institutions across Africa to promote collaboration, capacity building, and the advancement of tertiary education on the continent.
-
E.
African Research Universities Alliance
The African Research Universities Alliance is a network of leading African universities dedicated to advancing high-quality research, postgraduate training, and academic collaboration across the continent.
- 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_69ca8395c438819087d7cb844ab5990c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc668e5c108190b08f9cd6b4fd4a8b |
completed | April 1, 2026, 12:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba64dadc8190aea6f7528acab37a |
completed | April 3, 2026, 1:02 p.m. |
| NEDg | Description generation | batch_69cfbb29eb4c81908d74d738d196c3c9 |
completed | April 3, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbba71a948190afc03a1df9e5777c |
completed | April 3, 2026, 1:07 p.m. |
Created at: March 30, 2026, 6:57 p.m.