Triple
T380823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Global Compact for Safe, Orderly and Regular Migration process |
E8674
|
entity |
| Predicate | engagesStakeholder |
P1553
|
FINISHED |
| Object | United Nations Member States |
E2413
|
NE FINISHED |
How this triple was built (3 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: United Nations Member States | Statement: [Global Compact for Safe, Orderly and Regular Migration process, engagesStakeholder, United Nations Member States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Nations Member States Context triple: [Global Compact for Safe, Orderly and Regular Migration process, engagesStakeholder, United Nations Member States]
-
A.
Member States of the United Nations
chosen
The Member States of the United Nations are sovereign countries that have joined the UN to cooperate on international peace, security, and development under the framework of the UN Charter.
-
B.
United Nations
The United Nations is an international organization founded in 1945 that brings together most of the world’s countries to promote peace, security, cooperation, and human rights.
-
C.
UN M49
UN M49 is a United Nations standard that defines numeric codes for countries and geographical regions for statistical and analytical purposes.
-
D.
United Nations system
The United Nations system is the network of UN principal organs, specialized agencies, funds, and programs that collectively coordinate international cooperation on peace, development, human rights, and humanitarian assistance.
-
E.
United Nations Security Council
The United Nations Security Council is the UN body responsible for maintaining international peace and security, with the authority to adopt binding resolutions, impose sanctions, and authorize the use of force.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: engagesStakeholder Context triple: [Global Compact for Safe, Orderly and Regular Migration process, engagesStakeholder, United Nations Member States]
-
A.
hasStakeholder
chosen
Indicates that an entity is a stakeholder of another entity, typically having an interest, involvement, or influence in its activities or outcomes.
-
B.
engagementLevel
Indicates the degree or intensity of involvement, interest, or participation one entity has in relation to another entity, activity, or context.
-
C.
engagementType
Indicates the specific kind or category of engagement or interaction that occurs between the related entities.
-
D.
notableEngagement
Indicates a significant interaction, involvement, or participation between entities that is noteworthy or distinguished in some context.
-
E.
involves
Indicates that an entity participates in, is a part of, or is implicated within a particular event, process, or relationship.
- F. None of above.
Provenance (4 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_69a2e7f47dd08190a4e294ccbbe46cd4 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec2c95088190a603bb1ee076ebd6 |
completed | Feb. 28, 2026, 1:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3faffa5848190b77503516f3d0ba6 |
completed | March 1, 2026, 8:38 a.m. |
| PD | Predicate disambiguation | batch_69a2e964d4b481909290e474b0341e3c |
completed | Feb. 28, 2026, 1:11 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.