Triple
T10523017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Malaya |
E248221
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Asia-Pacific Association for International Education |
E187595
|
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: Asia-Pacific Association for International Education | Statement: [University of Malaya, memberOf, Asia-Pacific Association for International Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asia-Pacific Association for International Education Context triple: [University of Malaya, memberOf, Asia-Pacific Association for International Education]
-
A.
Association of Universities of Asia and the Pacific
chosen
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.
-
B.
European Association for International Education
The European Association for International Education (EAIE) is a European professional organization that supports and advances international higher education through training, conferences, networking, and policy advocacy.
-
C.
Association of Professional Schools of International Affairs (APSIA)
The Association of Professional Schools of International Affairs (APSIA) is a global consortium of leading graduate schools dedicated to advancing education and research in international affairs, public policy, and related fields.
-
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.
Association of Southeast Asian Institutions of Higher Learning
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.
- 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.