Triple

T9827865
Position Surface form Disambiguated ID Type / Status
Subject Herbert Loch E238702 entity
Predicate commanded P2333 FINISHED
Object XXXXII Army Corps
The XXXXII Army Corps was a German Wehrmacht corps-level military formation that served on the Eastern Front during World War II.
 E824352 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: XXXXII Army Corps | Statement: [Herbert Loch, commanded, XXXXII Army Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: XXXXII Army Corps
Context triple: [Herbert Loch, commanded, XXXXII Army Corps]
  • A. XXXV Army Corps
    The XXXV Army Corps was a World War II Italian military corps that served as part of the Italian forces deployed on the Eastern Front alongside Nazi Germany.
  • B. VIII Army Corps
    VIII Army Corps was a German military formation that served as a key corps-level unit in the Wehrmacht during World War II, participating in major Eastern Front operations.
  • C. XIX Army Corps
    The XIX Army Corps was a German Wehrmacht armored corps in World War II, noted for its key role in early Blitzkrieg campaigns on the Eastern and Western Fronts.
  • D. LXIX Army Corps
    The LXIX Army Corps was a German Wehrmacht corps-level formation that operated primarily in the Balkans during World War II.
  • E. LXVIII Army Corps
    The LXVIII Army Corps was a German Wehrmacht corps-level formation that operated primarily in the Balkans 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: XXXXII Army Corps
Triple: [Herbert Loch, commanded, XXXXII Army Corps]
Generated description
The XXXXII Army Corps was a German Wehrmacht corps-level military formation that served on the Eastern Front during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: XXXXII Army Corps
Target entity description: The XXXXII Army Corps was a German Wehrmacht corps-level military formation that served on the Eastern Front during World War II.
  • A. XXXV Army Corps
    The XXXV Army Corps was a World War II Italian military corps that served as part of the Italian forces deployed on the Eastern Front alongside Nazi Germany.
  • B. VIII Army Corps
    VIII Army Corps was a German military formation that served as a key corps-level unit in the Wehrmacht during World War II, participating in major Eastern Front operations.
  • C. XIX Army Corps
    The XIX Army Corps was a German Wehrmacht armored corps in World War II, noted for its key role in early Blitzkrieg campaigns on the Eastern and Western Fronts.
  • D. LXIX Army Corps
    The LXIX Army Corps was a German Wehrmacht corps-level formation that operated primarily in the Balkans during World War II.
  • E. LXVIII Army Corps
    The LXVIII Army Corps was a German Wehrmacht corps-level formation that operated primarily in the Balkans 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_69ca84e0dd1881909800765d1e21f735 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb324e7848190b9424a78ca653afe completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5bc17c08190ad094def4fbf9921 completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d71c262c8190af035c967ca98c7e completed April 5, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69d1d7897bf48190b94366ffe7790e54 completed April 5, 2026, 3:31 a.m.
Created at: March 30, 2026, 8:32 p.m.