Triple

T1562450
Position Surface form Disambiguated ID Type / Status
Subject Heinz Guderian E33355 entity
Predicate wrote P2831 FINISHED
Object Panzer Leader
Panzer Leader is the memoir of German general Heinz Guderian, detailing his development of armored warfare doctrine and his experiences commanding panzer forces during World War II.
E177548 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: Panzer Leader | Statement: [Heinz Guderian, wrote, Panzer Leader]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Panzer Leader
Context triple: [Heinz Guderian, wrote, Panzer Leader]
  • A. Wehrmacht High Command
    The Wehrmacht High Command was the central military leadership body of Nazi Germany, responsible for directing the operations, strategy, and administration of the German armed forces during the Second World War.
  • B. Panzer Army Africa
    Panzer Army Africa was a German-Italian armored field army commanded by Erwin Rommel that fought in the North African Campaign of World War II.
  • C. Unternehmen Barbarossa
    Unternehmen Barbarossa was Nazi Germany’s massive 1941 invasion of the Soviet Union during World War II, intended to quickly defeat the USSR but ultimately resulting in a prolonged and disastrous campaign for the Germans.
  • D. Blue Max
    Blue Max is the informal name for the Pour le Mérite, Imperial Germany’s highest military order for bravery during World War I.
  • E. German-Italian Panzer Army
    The German-Italian Panzer Army was a World War II Axis armored field army in North Africa, commanded for much of its existence by Erwin Rommel and known for its mobile desert warfare against British and Allied forces.
  • 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: Panzer Leader
Triple: [Heinz Guderian, wrote, Panzer Leader]
Generated description
Panzer Leader is the memoir of German general Heinz Guderian, detailing his development of armored warfare doctrine and his experiences commanding panzer forces during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Panzer Leader
Target entity description: Panzer Leader is the memoir of German general Heinz Guderian, detailing his development of armored warfare doctrine and his experiences commanding panzer forces during World War II.
  • A. Wehrmacht High Command
    The Wehrmacht High Command was the central military leadership body of Nazi Germany, responsible for directing the operations, strategy, and administration of the German armed forces during the Second World War.
  • B. Panzer Army Africa
    Panzer Army Africa was a German-Italian armored field army commanded by Erwin Rommel that fought in the North African Campaign of World War II.
  • C. Unternehmen Barbarossa
    Unternehmen Barbarossa was Nazi Germany’s massive 1941 invasion of the Soviet Union during World War II, intended to quickly defeat the USSR but ultimately resulting in a prolonged and disastrous campaign for the Germans.
  • D. Blue Max
    Blue Max is the informal name for the Pour le Mérite, Imperial Germany’s highest military order for bravery during World War I.
  • E. German-Italian Panzer Army
    The German-Italian Panzer Army was a World War II Axis armored field army in North Africa, commanded for much of its existence by Erwin Rommel and known for its mobile desert warfare against British and Allied forces.
  • 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_69a885ef9cf48190b0af0f5ce3d02231 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908886efc8190a630ef1e06d0d9cb completed March 5, 2026, 4:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad37151ad48190a8c25899b488c68b completed March 8, 2026, 8:45 a.m.
NEDg Description generation batch_69ad385d931c8190a69b82853ba26a30 completed March 8, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69ad38d106348190835d753c6cffcc48 completed March 8, 2026, 8:52 a.m.
Created at: March 4, 2026, 7:27 p.m.