Triple

T2939578
Position Surface form Disambiguated ID Type / Status
Subject Walter HWK 109-509 E79351 entity
Predicate manufacturer P490 FINISHED
Object Hellmuth Walter Kommanditgesellschaft
Hellmuth Walter Kommanditgesellschaft was a German engineering firm best known for developing advanced rocket and gas-turbine propulsion systems for military aircraft and submarines during World War II.
 E311232 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: Hellmuth Walter Kommanditgesellschaft | Statement: [Walter HWK 109-509, manufacturer, Hellmuth Walter Kommanditgesellschaft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hellmuth Walter Kommanditgesellschaft
Context triple: [Walter HWK 109-509, manufacturer, Hellmuth Walter Kommanditgesellschaft]
  • A. Franz Eher Nachfolger GmbH
    Franz Eher Nachfolger GmbH was the central publishing house of the Nazi Party in Germany, responsible for disseminating its propaganda and official publications.
  • B. Rossmanith GmbH
    Rossmanith GmbH is a German company best known as the original founding firm behind the remote-access software provider TeamViewer.
  • C. Buna-Werke
    Buna-Werke was a synthetic rubber and fuel plant operated by IG Farben near Auschwitz, notorious for its use of forced labor from the adjacent Monowitz concentration camp during World War II.
  • D. Hamm-Brücher
    Hamm-Brücher is the hyphenated surname associated with German politician and liberal education advocate Hildegard Hamm-Brücher.
  • E. Reichmann International
    Reichmann International is a real estate development company best known for leading major commercial projects such as Mexico City’s landmark skyscraper Torre Mayor.
  • 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: Hellmuth Walter Kommanditgesellschaft
Triple: [Walter HWK 109-509, manufacturer, Hellmuth Walter Kommanditgesellschaft]
Generated description
Hellmuth Walter Kommanditgesellschaft was a German engineering firm best known for developing advanced rocket and gas-turbine propulsion systems for military aircraft and submarines during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hellmuth Walter Kommanditgesellschaft
Target entity description: Hellmuth Walter Kommanditgesellschaft was a German engineering firm best known for developing advanced rocket and gas-turbine propulsion systems for military aircraft and submarines during World War II.
  • A. Franz Eher Nachfolger GmbH
    Franz Eher Nachfolger GmbH was the central publishing house of the Nazi Party in Germany, responsible for disseminating its propaganda and official publications.
  • B. Rossmanith GmbH
    Rossmanith GmbH is a German company best known as the original founding firm behind the remote-access software provider TeamViewer.
  • C. Buna-Werke
    Buna-Werke was a synthetic rubber and fuel plant operated by IG Farben near Auschwitz, notorious for its use of forced labor from the adjacent Monowitz concentration camp during World War II.
  • D. Hamm-Brücher
    Hamm-Brücher is the hyphenated surname associated with German politician and liberal education advocate Hildegard Hamm-Brücher.
  • E. Reichmann International
    Reichmann International is a real estate development company best known for leading major commercial projects such as Mexico City’s landmark skyscraper Torre Mayor.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad986d9a248190927efc1a0c7d247f completed March 8, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08686b0388190a214ad8a615f2da5 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d312b82c81908abbb005560b89a0 completed March 11, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b0d392b8cc8190804a1bf06785d7d0 completed March 11, 2026, 2:29 a.m.
Created at: March 8, 2026, 2:56 p.m.