Triple
T4209588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auftragstaktik |
E93867
|
entity |
| Predicate | contrastsWith |
P278
|
FINISHED |
| Object |
Befehlstaktik
Befehlstaktik is a traditional German military command doctrine characterized by detailed, centralized orders that leave subordinates little freedom to adapt or improvise.
|
E421865
|
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: Befehlstaktik | Statement: [Auftragstaktik, contrastsWith, Befehlstaktik]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Befehlstaktik Context triple: [Auftragstaktik, contrastsWith, Befehlstaktik]
-
A.
Auftragstaktik
Auftragstaktik is a German military command philosophy emphasizing decentralized decision-making, initiative, and mission-oriented orders rather than detailed, top-down control.
-
B.
Commandement des forces terrestres
Commandement des forces terrestres is the French Army’s central command responsible for organizing, training, and preparing France’s land forces for operations.
-
C.
No Time for Sergeants
No Time for Sergeants is a 1950s comedic story, best known as a novel, Broadway play, and film about a naive country boy in the U.S. Air Force, that became a classic of American military humor.
-
D.
Commissar Order
The Commissar Order was a notorious directive issued by Nazi Germany in 1941 that mandated the summary execution of Soviet political commissars captured during Operation Barbarossa.
-
E.
Innere Führung
Innere Führung is the Bundeswehr’s leadership and civic education concept that integrates democratic values, individual responsibility, and ethical constraints into German military service.
- 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: Befehlstaktik Triple: [Auftragstaktik, contrastsWith, Befehlstaktik]
Generated description
Befehlstaktik is a traditional German military command doctrine characterized by detailed, centralized orders that leave subordinates little freedom to adapt or improvise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Befehlstaktik Target entity description: Befehlstaktik is a traditional German military command doctrine characterized by detailed, centralized orders that leave subordinates little freedom to adapt or improvise.
-
A.
Auftragstaktik
Auftragstaktik is a German military command philosophy emphasizing decentralized decision-making, initiative, and mission-oriented orders rather than detailed, top-down control.
-
B.
Commandement des forces terrestres
Commandement des forces terrestres is the French Army’s central command responsible for organizing, training, and preparing France’s land forces for operations.
-
C.
No Time for Sergeants
No Time for Sergeants is a 1950s comedic story, best known as a novel, Broadway play, and film about a naive country boy in the U.S. Air Force, that became a classic of American military humor.
-
D.
Commissar Order
The Commissar Order was a notorious directive issued by Nazi Germany in 1941 that mandated the summary execution of Soviet political commissars captured during Operation Barbarossa.
-
E.
Innere Führung
Innere Führung is the Bundeswehr’s leadership and civic education concept that integrates democratic values, individual responsibility, and ethical constraints into German military service.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b3480f80208190b08ca6ccfe9c41f6 |
completed | March 12, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5962ec4f8819085bef81ce71aa132 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b596eb6c288190a63c61d5e71c609b |
completed | March 14, 2026, 5:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59788ef308190a34c2f23f22a7e4d |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 12, 2026, 11:03 p.m.