Triple
T7465527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Army military schools |
E176363
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Heeresdienstvorschulen
Heeresdienstvorschulen were specialized German Army training institutions focused on teaching and standardizing military regulations and procedures.
|
E674294
|
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: Heeresdienstvorschulen | Statement: [German Army military schools, hasPart, Heeresdienstvorschulen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heeresdienstvorschulen Context triple: [German Army military schools, hasPart, Heeresdienstvorschulen]
-
A.
Heeresfachschulen
Heeresfachschulen were specialized vocational and technical training schools of the German Army that prepared soldiers for specific military and technical professions.
-
B.
Heeresluftschutzschulen
Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
-
C.
Heeresfeldersatzschulen
Heeresfeldersatzschulen were German Army field replacement schools responsible for training and preparing replacement troops for frontline units, particularly during the World Wars.
-
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.
Sergeants School
Sergeants School is a Portuguese Army training institution responsible for the education and professional development of non-commissioned officers.
- 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: Heeresdienstvorschulen Triple: [German Army military schools, hasPart, Heeresdienstvorschulen]
Generated description
Heeresdienstvorschulen were specialized German Army training institutions focused on teaching and standardizing military regulations and procedures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heeresdienstvorschulen Target entity description: Heeresdienstvorschulen were specialized German Army training institutions focused on teaching and standardizing military regulations and procedures.
-
A.
Heeresfachschulen
Heeresfachschulen were specialized vocational and technical training schools of the German Army that prepared soldiers for specific military and technical professions.
-
B.
Heeresluftschutzschulen
Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
-
C.
Heeresfeldersatzschulen
Heeresfeldersatzschulen were German Army field replacement schools responsible for training and preparing replacement troops for frontline units, particularly during the World Wars.
-
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.
Sergeants School
Sergeants School is a Portuguese Army training institution responsible for the education and professional development of non-commissioned officers.
- 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_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_69c861396b608190985ecef2d0886994 |
completed | March 28, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69c861c305c08190a09589d840aba410 |
completed | March 28, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8627e9a6c8190baf4e8bb113845f1 |
completed | March 28, 2026, 11:21 p.m. |
Created at: March 27, 2026, 3:40 p.m.