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.