Triple
T7465534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Army military schools |
E176363
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Heeresverwaltungsschulen
Heeresverwaltungsschulen were specialized training institutions of the German Army focused on educating and preparing personnel for administrative and logistical service roles.
|
E680469
|
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: Heeresverwaltungsschulen | Statement: [German Army military schools, hasPart, Heeresverwaltungsschulen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heeresverwaltungsschulen Context triple: [German Army military schools, hasPart, Heeresverwaltungsschulen]
-
A.
Heeresfachschulen
Heeresfachschulen were specialized vocational and technical training schools of the German Army that prepared soldiers for specific military and technical professions.
-
B.
Heeresversuchsschulen
Heeresversuchsschulen were specialized German Army experimental schools focused on testing and developing new military technologies and tactics.
-
C.
Heeresnachschubschulen
Heeresnachschubschulen were specialized German Army training schools focused on logistics, supply, and transport services for military operations.
-
D.
Heeresdienstvorschulen
Heeresdienstvorschulen were specialized German Army training institutions focused on teaching and standardizing military regulations and procedures.
-
E.
Heeresunteroffizierschule Dresden
Heeresunteroffizierschule Dresden is a German Army training institution responsible for educating and developing 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: Heeresverwaltungsschulen Triple: [German Army military schools, hasPart, Heeresverwaltungsschulen]
Generated description
Heeresverwaltungsschulen were specialized training institutions of the German Army focused on educating and preparing personnel for administrative and logistical service roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heeresverwaltungsschulen Target entity description: Heeresverwaltungsschulen were specialized training institutions of the German Army focused on educating and preparing personnel for administrative and logistical service roles.
-
A.
Heeresfachschulen
Heeresfachschulen were specialized vocational and technical training schools of the German Army that prepared soldiers for specific military and technical professions.
-
B.
Heeresversuchsschulen
Heeresversuchsschulen were specialized German Army experimental schools focused on testing and developing new military technologies and tactics.
-
C.
Heeresnachschubschulen
Heeresnachschubschulen were specialized German Army training schools focused on logistics, supply, and transport services for military operations.
-
D.
Heeresdienstvorschulen
Heeresdienstvorschulen were specialized German Army training institutions focused on teaching and standardizing military regulations and procedures.
-
E.
Heeresunteroffizierschule Dresden
Heeresunteroffizierschule Dresden is a German Army training institution responsible for educating and developing 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_69c89a712fdc8190998d9a05dc73f40c |
completed | March 29, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c89b4795f48190a400f2f278aa203d |
completed | March 29, 2026, 3:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89f844f1c8190a5a1458dfda9d88d |
completed | March 29, 2026, 3:41 a.m. |
Created at: March 27, 2026, 3:40 p.m.