Triple
T15604605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 20th Army |
E375123
|
entity |
| Predicate | primaryEnemyFormation |
P32752
|
FINISHED |
| Object | Wehrmacht |
E1498
|
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: Wehrmacht | Statement: [20th Army, primaryEnemyFormation, Wehrmacht]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wehrmacht Context triple: [20th Army, primaryEnemyFormation, Wehrmacht]
-
A.
Wehrmacht
chosen
The Wehrmacht was Nazi Germany’s unified armed forces during World War II, encompassing the army, navy, and air force and serving as the primary instrument of German military aggression in Europe.
-
B.
Reichsarmee
The Reichsarmee was the collective military force of the Holy Roman Empire, composed of contingents from its various member states and deployed in imperial wars and defense.
-
C.
German Army
The German Army is the land warfare branch of Germany's armed forces, responsible for ground-based military operations and equipped with modern armored vehicles and weaponry.
-
D.
k.u.k. Wehrmacht
The k.u.k. Wehrmacht was the collective armed forces of the Austro-Hungarian Empire, encompassing its joint army and navy under the dual monarchy.
-
E.
Army of Germany
The Army of Germany was a French Revolutionary field army formed in the late 18th century to conduct military operations in German territories along the Rhine frontier.
- 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: primaryEnemyFormation Context triple: [20th Army, primaryEnemyFormation, Wehrmacht]
-
A.
primaryEnemyForces
chosen
Indicates that the related entities constitute the main opposing or hostile forces in a conflict or competitive situation.
-
B.
primaryEnemy
Indicates that one entity is the main or most significant adversary or opponent of another entity.
-
C.
tacticalFormation
Indicates a specific strategic arrangement or positioning of entities relative to one another to achieve a tactical objective.
-
D.
enemyForceType
Indicates that one entity is characterized as a hostile or opposing force of a specified type relative to another entity.
-
E.
besiegingForce
Indicates a military group that is surrounding and attacking a target location or force in an attempt to capture or subdue it.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e7d9328819090e93d55881269a5 |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff56cf8e5c8190bf13114ab0a834de |
completed | May 9, 2026, 3:46 p.m. |
| PD | Predicate disambiguation | batch_69deda844af081909e658ebc9d9b403d |
completed | April 15, 2026, 12:23 a.m. |
Created at: April 10, 2026, 4:12 a.m.