Triple
T7465520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Army military schools |
E176363
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Panzerschule Krampnitz
Panzerschule Krampnitz was a German Army armored warfare training school and barracks complex historically used for tank and mechanized unit instruction.
|
E666142
|
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: Panzerschule Krampnitz | Statement: [German Army military schools, hasPart, Panzerschule Krampnitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panzerschule Krampnitz Context triple: [German Army military schools, hasPart, Panzerschule Krampnitz]
-
A.
Panzerschule Wünsdorf
Panzerschule Wünsdorf was a German Army armored warfare training school that specialized in instructing personnel in the tactics and operation of tanks and other armored vehicles.
-
B.
Panzer-Regiment 5
Panzer-Regiment 5 was a German Wehrmacht armored regiment of World War II, noted for its service in North Africa as part of the Afrika Korps.
-
C.
Artillerieschule Jüterbog
Artillerieschule Jüterbog was a major German Army artillery training school and instructional center located in Jüterbog, used primarily for educating and training artillery officers and specialists.
-
D.
Heeresunteroffizierschule Marienwerder
Heeresunteroffizierschule Marienwerder was a German Army non-commissioned officer training school located in Marienwerder (now Kwidzyn, Poland) that prepared soldiers for NCO leadership roles.
-
E.
Heeresgebirgsschule Fulpmes
Heeresgebirgsschule Fulpmes was a specialized mountain warfare training school of the German Army, focused on preparing troops for operations in alpine and high-altitude environments.
- 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: Panzerschule Krampnitz Triple: [German Army military schools, hasPart, Panzerschule Krampnitz]
Generated description
Panzerschule Krampnitz was a German Army armored warfare training school and barracks complex historically used for tank and mechanized unit instruction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panzerschule Krampnitz Target entity description: Panzerschule Krampnitz was a German Army armored warfare training school and barracks complex historically used for tank and mechanized unit instruction.
-
A.
Panzerschule Wünsdorf
chosen
Panzerschule Wünsdorf was a German Army armored warfare training school that specialized in instructing personnel in the tactics and operation of tanks and other armored vehicles.
-
B.
Panzer-Regiment 5
Panzer-Regiment 5 was a German Wehrmacht armored regiment of World War II, noted for its service in North Africa as part of the Afrika Korps.
-
C.
Artillerieschule Jüterbog
Artillerieschule Jüterbog was a major German Army artillery training school and instructional center located in Jüterbog, used primarily for educating and training artillery officers and specialists.
-
D.
Heeresunteroffizierschule Marienwerder
Heeresunteroffizierschule Marienwerder was a German Army non-commissioned officer training school located in Marienwerder (now Kwidzyn, Poland) that prepared soldiers for NCO leadership roles.
-
E.
Heeresgebirgsschule Fulpmes
Heeresgebirgsschule Fulpmes was a specialized mountain warfare training school of the German Army, focused on preparing troops for operations in alpine and high-altitude environments.
- F. None of above.
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_69c69f21632481908bf83f6c6da897e3 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f3f28f34819080713a8abcc22034 |
completed | March 27, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c5f1f408190a7d42abe28605ddb |
completed | March 28, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69c83e08a2fc819086e48d1c4a297f27 |
completed | March 28, 2026, 8:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83e9d599c81908ffb32d884086eeb |
completed | March 28, 2026, 8:48 p.m. |
Created at: March 27, 2026, 3:40 p.m.