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.