Triple

T2861957
Position Surface form Disambiguated ID Type / Status
Subject Operation Goodwood E63341 entity
Predicate opposingCommander P1698 FINISHED
Object Hans von Luck
Hans von Luck was a highly regarded German Panzer officer in World War II, known for his leadership in armoured and reconnaissance units on multiple fronts and later for his memoirs about the war.
 E469590 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: Hans von Luck | Statement: [Operation Goodwood, opposingCommander, Hans von Luck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hans von Luck
Context triple: [Operation Goodwood, opposingCommander, Hans von Luck]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Hasso von Manteuffel
    Hasso von Manteuffel was a prominent German general of World War II, noted for his leadership of armored units on both the Eastern and Western Fronts.
  • 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: Hans von Luck
Triple: [Operation Goodwood, opposingCommander, Hans von Luck]
Generated description
Hans von Luck was a highly regarded German Panzer officer in World War II, known for his leadership in armoured and reconnaissance units on multiple fronts and later for his memoirs about the war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hans von Luck
Target entity description: Hans von Luck was a highly regarded German Panzer officer in World War II, known for his leadership in armoured and reconnaissance units on multiple fronts and later for his memoirs about the war.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Hasso von Manteuffel
    Hasso von Manteuffel was a prominent German general of World War II, noted for his leadership of armored units on both the Eastern and Western Fronts.
  • 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_69ab4c41e8c08190a9e8f5249cc12610 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf8df8288190816767169ea7cbf9 completed March 7, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69be43705d708190abea669829ef2970 completed March 21, 2026, 7:06 a.m.
NEDg Description generation batch_69be4544ebe88190a2391484ac3ab18d completed March 21, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69be45bc7b2c8190aa293d2c10077864 completed March 21, 2026, 7:16 a.m.
Created at: March 6, 2026, 10:02 p.m.