Triple

T7874566
Position Surface form Disambiguated ID Type / Status
Subject Operation Marita E182818 entity
Predicate involves P1256 FINISHED
Object 12th Army (Wehrmacht)
The 12th Army (Wehrmacht) was a major German field army of World War II that played a central role in the invasions of the Balkans and Greece and later operated on the Eastern Front.
E701489 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: 12th Army (Wehrmacht) | Statement: [Operation Marita, involves, 12th Army (Wehrmacht)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 12th Army (Wehrmacht)
Context triple: [Operation Marita, involves, 12th Army (Wehrmacht)]
  • A. German 11th Army
    The German 11th Army was a Wehrmacht field army that played a key role on the Eastern Front in World War II, particularly noted for its protracted operations in the Crimean Peninsula.
  • B. German 11th Army
    The German 11th Army was a World War I field army of the German Empire that fought primarily on the Eastern and Balkan fronts, notably participating in major offensives alongside Austro-Hungarian and Bulgarian forces.
  • C. 2nd Army (Wehrmacht)
    The 2nd Army (Wehrmacht) was a major German field army that fought primarily on the Eastern Front during World War II as part of Nazi Germany’s land forces.
  • D. Eleventh SS Panzer Army
    The Eleventh SS Panzer Army was a late-World War II German Waffen-SS armored formation that fought primarily on the Eastern Front during the final stages of the conflict.
  • E. 12th SS Panzer Division Hitlerjugend
    The 12th SS Panzer Division Hitlerjugend was a World War II Waffen-SS armored division notorious for its fanatically indoctrinated youth soldiers and involvement in numerous war crimes, particularly during the Normandy campaign.
  • 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: 12th Army (Wehrmacht)
Triple: [Operation Marita, involves, 12th Army (Wehrmacht)]
Generated description
The 12th Army (Wehrmacht) was a major German field army of World War II that played a central role in the invasions of the Balkans and Greece and later operated on the Eastern Front.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 12th Army (Wehrmacht)
Target entity description: The 12th Army (Wehrmacht) was a major German field army of World War II that played a central role in the invasions of the Balkans and Greece and later operated on the Eastern Front.
  • A. German 11th Army
    The German 11th Army was a Wehrmacht field army that played a key role on the Eastern Front in World War II, particularly noted for its protracted operations in the Crimean Peninsula.
  • B. German 11th Army
    The German 11th Army was a World War I field army of the German Empire that fought primarily on the Eastern and Balkan fronts, notably participating in major offensives alongside Austro-Hungarian and Bulgarian forces.
  • C. 2nd Army (Wehrmacht)
    The 2nd Army (Wehrmacht) was a major German field army that fought primarily on the Eastern Front during World War II as part of Nazi Germany’s land forces.
  • D. Eleventh SS Panzer Army
    The Eleventh SS Panzer Army was a late-World War II German Waffen-SS armored formation that fought primarily on the Eastern Front during the final stages of the conflict.
  • E. 12th SS Panzer Division Hitlerjugend
    The 12th SS Panzer Division Hitlerjugend was a World War II Waffen-SS armored division notorious for its fanatically indoctrinated youth soldiers and involvement in numerous war crimes, particularly during the Normandy campaign.
  • 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_69ca828a17248190b46defe758bc5ad3 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39a961188190b2f12f8fe5d66641 completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b79705c8190955e128081048ebe completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7630b8908190a0b8f4856bceea0a completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbfb894588190971ade076acdbd5c completed March 31, 2026, 12:36 p.m.
Created at: March 30, 2026, 4:56 p.m.