Triple
T2911825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frontal Aviation |
E63698
|
entity |
| Predicate | primaryOpponents |
P437
|
FINISHED |
| Object | NATO ground forces |
E223967
|
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: NATO ground forces | Statement: [Frontal Aviation, primaryOpponents, NATO ground forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO ground forces Context triple: [Frontal Aviation, primaryOpponents, NATO ground forces]
-
A.
NATO land forces
chosen
NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
-
B.
NATO Response Force
The NATO Response Force is a highly ready, multinational military force capable of rapid deployment to respond to crises and threats against NATO members.
-
C.
NATO Land Command
NATO Land Command is NATO’s headquarters responsible for overseeing and coordinating the alliance’s land forces and land operations.
-
D.
NATO Multinational Division Centre
The NATO Multinational Division Centre is a regional land command formation within NATO responsible for coordinating and supporting multinational ground forces in its designated area of operations.
-
E.
NATO Multinational Division West
NATO Multinational Division West is a multinational land forces headquarters within NATO responsible for coordinating and commanding allied military units in its designated western area of operations.
- 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_69ab4c44ab448190b9411324e8a1fc1d |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe0ea0ae4819096f17d74072b0b78 |
completed | March 7, 2026, 8:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0562014fc8190b7b702fa40682382 |
completed | March 10, 2026, 5:34 p.m. |
Created at: March 6, 2026, 10:11 p.m.