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.