Triple

T6827552
Position Surface form Disambiguated ID Type / Status
Subject Group 47 E157053 entity
Predicate hasMember P10 FINISHED
Object Heinz Ludwig Arnold
Heinz Ludwig Arnold was a German literary scholar, critic, and editor best known for founding and publishing the influential literary magazine "Text+Kritik."
E624656 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: Heinz Ludwig Arnold | Statement: [Group 47, hasMember, Heinz Ludwig Arnold]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heinz Ludwig Arnold
Context triple: [Group 47, hasMember, Heinz Ludwig Arnold]
  • A. Kurt Blome
    Kurt Blome was a Nazi physician and high-ranking SS official who conducted and oversaw biological warfare and human experimentation programs during the Third Reich.
  • B. Robert Ritter von Greim
    Robert Ritter von Greim was a German Luftwaffe field marshal who became the last commander-in-chief of Nazi Germany’s air force during the final days of World War II.
  • C. Adolf Galland
    Adolf Galland was a renowned German fighter ace and senior Luftwaffe commander during World War II, credited with over 100 aerial victories.
  • D. Erich Hoepner
    Erich Hoepner was a German general in the Wehrmacht during World War II, known for commanding panzer forces on the Eastern Front and later being implicated in the resistance against Adolf Hitler.
  • E. Günther Rall
    Günther Rall was a German Luftwaffe fighter ace of World War II, credited with one of the highest aerial victory scores in aviation history.
  • 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: Heinz Ludwig Arnold
Triple: [Group 47, hasMember, Heinz Ludwig Arnold]
Generated description
Heinz Ludwig Arnold was a German literary scholar, critic, and editor best known for founding and publishing the influential literary magazine "Text+Kritik."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heinz Ludwig Arnold
Target entity description: Heinz Ludwig Arnold was a German literary scholar, critic, and editor best known for founding and publishing the influential literary magazine "Text+Kritik."
  • A. Kurt Blome
    Kurt Blome was a Nazi physician and high-ranking SS official who conducted and oversaw biological warfare and human experimentation programs during the Third Reich.
  • B. Robert Ritter von Greim
    Robert Ritter von Greim was a German Luftwaffe field marshal who became the last commander-in-chief of Nazi Germany’s air force during the final days of World War II.
  • C. Adolf Galland
    Adolf Galland was a renowned German fighter ace and senior Luftwaffe commander during World War II, credited with over 100 aerial victories.
  • D. Erich Hoepner
    Erich Hoepner was a German general in the Wehrmacht during World War II, known for commanding panzer forces on the Eastern Front and later being implicated in the resistance against Adolf Hitler.
  • E. Günther Rall
    Günther Rall was a German Luftwaffe fighter ace of World War II, credited with one of the highest aerial victory scores in aviation history.
  • 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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d58583a4819099edbf753c7c7087 completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7426b3d2081909d0804a2fbc6efad completed March 28, 2026, 2:52 a.m.
NEDg Description generation batch_69c7431d2d5881909daf29caeef37d0d completed March 28, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69c743949cbc8190a797666c7d509a1c completed March 28, 2026, 2:57 a.m.
Created at: March 27, 2026, 2:18 p.m.