Triple

T14134043
Position Surface form Disambiguated ID Type / Status
Subject Len Deighton E350242 entity
Predicate wrote P2831 FINISHED
Object Blitzkrieg
Blitzkrieg is a historical study by Len Deighton that analyzes Germany’s rapid armored warfare tactics during the early years of World War II.
E117695 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: Blitzkrieg | Statement: [Len Deighton, wrote, Blitzkrieg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blitzkrieg
Context triple: [Len Deighton, wrote, Blitzkrieg]
  • A. Blitzkrieg
    Blitzkrieg was a German military strategy in World War II that emphasized rapid, coordinated attacks using armor, infantry, and air power to quickly overwhelm opponents.
  • B. Schlieffen Plan
    The Schlieffen Plan was Imperial Germany’s pre–World War I military strategy for a rapid, decisive victory in the West—primarily by swiftly defeating France—before turning to fight Russia in the East.
  • C. Krieg
    Krieg is a hulking, battle-hardened boxer character portrayed by Florian Munteanu in the Creed film series.
  • D. Operation Decisive Storm
    Operation Decisive Storm was the initial Saudi-led military air campaign launched in 2015 against Houthi forces in Yemen.
  • E. Kaiserschlacht
    Kaiserschlacht was the major German spring offensive on the Western Front in 1918, intended as a decisive blow to end World War I before American forces could fully deploy.
  • 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: Blitzkrieg
Triple: [Len Deighton, wrote, Blitzkrieg]
Generated description
Blitzkrieg is a historical study by Len Deighton that analyzes Germany’s rapid armored warfare tactics during the early years of World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blitzkrieg
Target entity description: Blitzkrieg is a historical study by Len Deighton that analyzes Germany’s rapid armored warfare tactics during the early years of World War II.
  • A. Blitzkrieg chosen
    Blitzkrieg was a German military strategy in World War II that emphasized rapid, coordinated attacks using armor, infantry, and air power to quickly overwhelm opponents.
  • B. Schlieffen Plan
    The Schlieffen Plan was Imperial Germany’s pre–World War I military strategy for a rapid, decisive victory in the West—primarily by swiftly defeating France—before turning to fight Russia in the East.
  • C. Krieg
    Krieg is a hulking, battle-hardened boxer character portrayed by Florian Munteanu in the Creed film series.
  • D. Operation Decisive Storm
    Operation Decisive Storm was the initial Saudi-led military air campaign launched in 2015 against Houthi forces in Yemen.
  • E. Kaiserschlacht
    Kaiserschlacht was the major German spring offensive on the Western Front in 1918, intended as a decisive blow to end World War I before American forces could fully deploy.
  • F. None of above.

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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de610e949c8190852d336c9d12bfd0 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7e485fc8190aad0cce445aaec1a completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fcfc4571f88190a7ddca8aac0951a8 completed May 7, 2026, 8:55 p.m.
NED2 Entity disambiguation (via description) batch_69fcfca211d88190a3186a1e65c39b98 completed May 7, 2026, 8:57 p.m.
Created at: April 9, 2026, 11:45 p.m.