Triple
T7465526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Army military schools |
E176363
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Heeresfachschulen
Heeresfachschulen were specialized vocational and technical training schools of the German Army that prepared soldiers for specific military and technical professions.
|
E674111
|
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: Heeresfachschulen | Statement: [German Army military schools, hasPart, Heeresfachschulen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heeresfachschulen Context triple: [German Army military schools, hasPart, Heeresfachschulen]
-
A.
Heeresluftschutzschulen
Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
-
B.
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.
-
C.
Heeresflakartillerieschulen
Heeresflakartillerieschulen were specialized German Army training institutions responsible for educating and preparing personnel in the operation and tactics of army anti-aircraft artillery.
-
D.
Heeresfeldersatzschulen
Heeresfeldersatzschulen were German Army field replacement schools responsible for training and preparing replacement troops for frontline units, particularly during the World Wars.
-
E.
Heereskriegsschule Wiener Neustadt
Heereskriegsschule Wiener Neustadt was a principal officer training academy of the German Army, located in Wiener Neustadt and focused on preparing future army officers through advanced military education and leadership instruction.
- 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: Heeresfachschulen Triple: [German Army military schools, hasPart, Heeresfachschulen]
Generated description
Heeresfachschulen were specialized vocational and technical training schools of the German Army that prepared soldiers for specific military and technical professions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heeresfachschulen Target entity description: Heeresfachschulen were specialized vocational and technical training schools of the German Army that prepared soldiers for specific military and technical professions.
-
A.
Heeresluftschutzschulen
Heeresluftschutzschulen were specialized German Army training institutions focused on air raid protection and air defense measures, particularly during the World War II era.
-
B.
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.
-
C.
Heeresflakartillerieschulen
Heeresflakartillerieschulen were specialized German Army training institutions responsible for educating and preparing personnel in the operation and tactics of army anti-aircraft artillery.
-
D.
Heeresfeldersatzschulen
Heeresfeldersatzschulen were German Army field replacement schools responsible for training and preparing replacement troops for frontline units, particularly during the World Wars.
-
E.
Heereskriegsschule Wiener Neustadt
Heereskriegsschule Wiener Neustadt was a principal officer training academy of the German Army, located in Wiener Neustadt and focused on preparing future army officers through advanced military education and leadership instruction.
- 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_69c856aa64e48190be1ea1490123cf26 |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c85a930db08190a0039e4f85b31b2b |
completed | March 28, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85b1829888190939c56aa56276078 |
completed | March 28, 2026, 10:50 p.m. |
Created at: March 27, 2026, 3:40 p.m.