Triple
T2430442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sturmgewehr 44 |
E52829
|
entity |
| Predicate | designer |
P184
|
FINISHED |
| Object |
Hugo Schmeisser
Hugo Schmeisser was a German firearms designer best known for pioneering modern assault rifle concepts and influencing small arms development in the 20th century.
|
E445378
|
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: Hugo Schmeisser | Statement: [Sturmgewehr 44, designer, Hugo Schmeisser]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hugo Schmeisser Context triple: [Sturmgewehr 44, designer, Hugo Schmeisser]
-
A.
Günther von Kluge
Günther von Kluge was a senior German field marshal of World War II who held high command on the Eastern Front and later in Western Europe, becoming involved in the 20 July plot against Hitler.
-
B.
Hermann Hoth
Hermann Hoth was a German general in the Wehrmacht during World War II, known for commanding panzer armies on the Eastern Front and participating in major operations including the invasion of the Soviet Union.
-
C.
Hans-Valentin Hube
Hans-Valentin Hube was a German Wehrmacht general of World War II, noted for his leadership of armored and infantry formations on the Eastern Front and in the Mediterranean, and for receiving the Knight's Cross with Oak Leaves, Swords, and Diamonds.
-
D.
Joachim Peiper
Joachim Peiper was a high-ranking Waffen-SS officer during World War II, best known for commanding armored units in major battles and for his involvement in war crimes, including the Malmedy massacre.
-
E.
Nikolaus von Falkenhorst
Nikolaus von Falkenhorst was a German Wehrmacht general best known for planning and leading the 1940 invasion of Norway and Denmark during World War II.
- 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: Hugo Schmeisser Triple: [Sturmgewehr 44, designer, Hugo Schmeisser]
Generated description
Hugo Schmeisser was a German firearms designer best known for pioneering modern assault rifle concepts and influencing small arms development in the 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hugo Schmeisser Target entity description: Hugo Schmeisser was a German firearms designer best known for pioneering modern assault rifle concepts and influencing small arms development in the 20th century.
-
A.
Günther von Kluge
Günther von Kluge was a senior German field marshal of World War II who held high command on the Eastern Front and later in Western Europe, becoming involved in the 20 July plot against Hitler.
-
B.
Hermann Hoth
Hermann Hoth was a German general in the Wehrmacht during World War II, known for commanding panzer armies on the Eastern Front and participating in major operations including the invasion of the Soviet Union.
-
C.
Hans-Valentin Hube
Hans-Valentin Hube was a German Wehrmacht general of World War II, noted for his leadership of armored and infantry formations on the Eastern Front and in the Mediterranean, and for receiving the Knight's Cross with Oak Leaves, Swords, and Diamonds.
-
D.
Joachim Peiper
Joachim Peiper was a high-ranking Waffen-SS officer during World War II, best known for commanding armored units in major battles and for his involvement in war crimes, including the Malmedy massacre.
-
E.
Nikolaus von Falkenhorst
Nikolaus von Falkenhorst was a German Wehrmacht general best known for planning and leading the 1940 invasion of Norway and Denmark during World War II.
- 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc99fcd048190a85b95a9a8ae6d4d |
completed | March 7, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69badb06ddac8190a70d72b491de59c8 |
completed | March 18, 2026, 5:04 p.m. |
| NEDg | Description generation | batch_69baf4d32d048190b827d99ebeef074b |
completed | March 18, 2026, 6:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69baf57a7728819095b29d0dc8b3e37e |
completed | March 18, 2026, 6:56 p.m. |
Created at: March 6, 2026, 9:43 p.m.