Triple
T10523015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Malaya |
E248221
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | ASEAN University Network |
E165859
|
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: ASEAN University Network | Statement: [University of Malaya, memberOf, ASEAN University Network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ASEAN University Network Context triple: [University of Malaya, memberOf, ASEAN University Network]
-
A.
Association of Southeast Asian Institutions of Higher Learning
chosen
The Association of Southeast Asian Institutions of Higher Learning is a regional organization that brings together universities and higher education institutions in Southeast Asia to promote academic collaboration, research, and educational development.
-
B.
ASEAN European Academic University Network
ASEAN European Academic University Network is an international academic consortium that fosters cooperation in higher education and research between universities in ASEAN countries and Europe.
-
C.
Association of Universities of Asia and the Pacific
The Association of Universities of Asia and the Pacific is a regional higher education network that promotes collaboration, academic exchange, and cooperation among universities across Asia and the Pacific.
-
D.
Southeast Asian Ministers of Education Organization
The Southeast Asian Ministers of Education Organization (SEAMEO) is a regional intergovernmental body that promotes cooperation in education, science, and culture among Southeast Asian countries.
-
E.
Asian Universities Alliance
Asian Universities Alliance is a collaborative network of leading higher education and research institutions across Asia that promotes academic exchange, joint research, and regional integration in higher education.
- 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_69d381c5c7448190bec34bee7ec72bac |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509e155b08190996325bf484ec55d |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90e1c73208190aa3d3e30aa4482ac |
completed | April 10, 2026, 2:50 p.m. |
Created at: April 6, 2026, 12:29 p.m.