Triple
T2150330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 18th Army (Wehrmacht) |
E47163
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Herbert Loch
Herbert Loch was a German general in the Wehrmacht during World War II who held several high-level command positions on the Eastern Front.
|
E238702
|
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: Herbert Loch | Statement: [18th Army (Wehrmacht), commander, Herbert Loch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbert Loch Context triple: [18th Army (Wehrmacht), commander, Herbert Loch]
-
A.
Adolf Borchers
Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
-
B.
Herbert Bos
Herbert Bos is a computer scientist known for his contributions to operating systems and systems security research.
-
C.
Ernst Göhner
Ernst Göhner was a prominent Swiss entrepreneur and industrialist known for building a major construction and real estate empire and for his significant philanthropic legacy.
-
D.
Richard von Kühlmann
Richard von Kühlmann was a German diplomat and Foreign Secretary of the German Empire during World War I, known for his role in negotiating key wartime treaties.
-
E.
Ernst May
Ernst May was a pioneering German modernist architect and urban planner best known for his large-scale social housing projects in Frankfurt during the 1920s.
- 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: Herbert Loch Triple: [18th Army (Wehrmacht), commander, Herbert Loch]
Generated description
Herbert Loch was a German general in the Wehrmacht during World War II who held several high-level command positions on the Eastern Front.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herbert Loch Target entity description: Herbert Loch was a German general in the Wehrmacht during World War II who held several high-level command positions on the Eastern Front.
-
A.
Adolf Borchers
Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
-
B.
Herbert Bos
Herbert Bos is a computer scientist known for his contributions to operating systems and systems security research.
-
C.
Ernst Göhner
Ernst Göhner was a prominent Swiss entrepreneur and industrialist known for building a major construction and real estate empire and for his significant philanthropic legacy.
-
D.
Richard von Kühlmann
Richard von Kühlmann was a German diplomat and Foreign Secretary of the German Empire during World War I, known for his role in negotiating key wartime treaties.
-
E.
Ernst May
Ernst May was a pioneering German modernist architect and urban planner best known for his large-scale social housing projects in Frankfurt during the 1920s.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe45dbf481909c0da056a1a99ece |
completed | March 7, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58dedd3c8190a876819616903392 |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae59cf88688190a1d963855a643cde |
completed | March 9, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a3079b08190ba25a44d4041f687 |
completed | March 9, 2026, 5:27 a.m. |
Created at: March 4, 2026, 7:44 p.m.