Triple
T11711246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO enlargement |
E278376
|
entity |
| Predicate | isLinkedTo |
P37
|
FINISHED |
| Object |
NATO Membership Action Plan
The NATO Membership Action Plan is a formal program that guides and assists aspiring countries in meeting the political, military, and economic standards required for eventual NATO membership.
|
E941983
|
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: NATO Membership Action Plan | Statement: [NATO enlargement, isLinkedTo, NATO Membership Action Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO Membership Action Plan Context triple: [NATO enlargement, isLinkedTo, NATO Membership Action Plan]
-
A.
NATO Readiness Initiative
The NATO Readiness Initiative is an allied defense effort to ensure that a large pool of high-readiness land, air, maritime, and special operations forces can be rapidly deployed to respond to emerging security threats.
-
B.
Annual National Programme of Ukraine with NATO
The Annual National Programme of Ukraine with NATO is a comprehensive reform and cooperation framework that guides Ukraine’s political, defense, and institutional alignment with NATO standards and objectives.
-
C.
NATO security policy framework
The NATO security policy framework is the overarching set of principles, rules, and procedures that govern how NATO protects classified information, personnel, and assets across the Alliance.
-
D.
NATO Defence Planning Process
The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
-
E.
NATO enlargement
NATO enlargement refers to the process of expanding the North Atlantic Treaty Organization by admitting new member states, particularly in Eastern and Central Europe, reshaping post–Cold War security dynamics.
- 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: NATO Membership Action Plan Triple: [NATO enlargement, isLinkedTo, NATO Membership Action Plan]
Generated description
The NATO Membership Action Plan is a formal program that guides and assists aspiring countries in meeting the political, military, and economic standards required for eventual NATO membership.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NATO Membership Action Plan Target entity description: The NATO Membership Action Plan is a formal program that guides and assists aspiring countries in meeting the political, military, and economic standards required for eventual NATO membership.
-
A.
NATO Readiness Initiative
The NATO Readiness Initiative is an allied defense effort to ensure that a large pool of high-readiness land, air, maritime, and special operations forces can be rapidly deployed to respond to emerging security threats.
-
B.
Annual National Programme of Ukraine with NATO
The Annual National Programme of Ukraine with NATO is a comprehensive reform and cooperation framework that guides Ukraine’s political, defense, and institutional alignment with NATO standards and objectives.
-
C.
NATO security policy framework
The NATO security policy framework is the overarching set of principles, rules, and procedures that govern how NATO protects classified information, personnel, and assets across the Alliance.
-
D.
NATO Defence Planning Process
The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
-
E.
NATO enlargement
NATO enlargement refers to the process of expanding the North Atlantic Treaty Organization by admitting new member states, particularly in Eastern and Central Europe, reshaping post–Cold War security dynamics.
- 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_69d6aaff2ce88190b4a1e4b341ad5377 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a49f072c81909c6a964a92e5bc0c |
completed | April 10, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef838562d08190b9a764e88c50d423 |
completed | April 27, 2026, 3:40 p.m. |
| NEDg | Description generation | batch_69ef9b68309081909f3f614efeeb2ab1 |
completed | April 27, 2026, 5:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69efd6aba82c81909ff22e6b26db3cfe |
completed | April 27, 2026, 9:35 p.m. |
Created at: April 8, 2026, 9:40 p.m.