Triple
T6133694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CEMS – The Global Alliance in Management Education |
E136780
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | NGOs |
E352743
|
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: NGOs | Statement: [CEMS – The Global Alliance in Management Education, collaboratesWith, NGOs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NGOs Context triple: [CEMS – The Global Alliance in Management Education, collaboratesWith, NGOs]
-
A.
NGOs
chosen
NGOs (non-governmental organizations) are independent, non-profit groups that operate outside of government to address social, political, environmental, or humanitarian issues at local, national, or international levels.
-
B.
NGO
NGO is the IATA airport code for Chubu Centrair International Airport serving the Nagoya metropolitan area in Japan.
-
C.
Centre for Collaboration with NGOs
The Centre for Collaboration with NGOs is a unit within the Norwegian Institute of Public Health that focuses on partnering with non-governmental organizations to improve public health initiatives and outcomes.
-
D.
Non-Governmental Organizations Branch
The Non-Governmental Organizations Branch is a United Nations office responsible for managing and supporting the participation of NGOs in the work of the UN, particularly through consultative status with the Economic and Social Council (ECOSOC).
-
E.
International Council for Voluntary Agencies
The International Council for Voluntary Agencies is a global network and advocacy platform that brings together humanitarian and development NGOs to coordinate policy, practice, and representation in international forums.
- 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_69c008a179388190a3b5a081bbf46d55 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c7f34d081909e589b201b22be21 |
completed | March 22, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135dcace481909b60c1816179f78a |
completed | March 23, 2026, 12:45 p.m. |
Created at: March 22, 2026, 4:15 p.m.