Triple
T1893699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Front |
E41928
|
entity |
| Predicate | notableAdversaryFormation |
P32910
|
FINISHED |
| Object | Army Group South |
E45600
|
NE FINISHED |
How this triple was built (3 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: Army Group South | Statement: [Southern Front, notableAdversaryFormation, Army Group South]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army Group South Context triple: [Southern Front, notableAdversaryFormation, Army Group South]
-
A.
Army Group South
chosen
Army Group South was a major German Wehrmacht formation on the Eastern Front in World War II, responsible for large-scale operations primarily in Ukraine and southern Russia.
-
B.
Army Group B
Army Group B was a major German Wehrmacht formation on the Eastern Front in World War II, commanding multiple armies in key operations including the 1942 summer offensive toward the Volga and the Caucasus.
-
C.
Army Group A
Army Group A was a major German Wehrmacht formation in World War II that led large-scale operations on the Eastern Front, including offensives into the Caucasus.
-
D.
Army Group Southeast
Army Group Southeast was a major German Wehrmacht formation in World War II responsible for military operations and occupation duties in the Balkans and Greece.
-
E.
Army Group North
Army Group North was a major German Wehrmacht formation in World War II that led the northern offensive on the Eastern Front, including the drive toward Leningrad during Operation Barbarossa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableAdversaryFormation Context triple: [Southern Front, notableAdversaryFormation, Army Group South]
-
A.
notableAdversary
Indicates that one entity is recognized as a significant or prominent opponent or rival of another entity.
-
B.
notableAttack
Indicates that an entity carried out, was involved in, or is strongly associated with a particularly significant or well-known attack.
-
C.
notableForce
Indicates that an entity is recognized as a significant or influential force affecting another entity, system, or context.
-
D.
hasAntagonistGroup
Indicates that an entity is opposed or challenged by a specific group acting as its antagonist.
-
E.
notableAirFormation
Indicates a significant or noteworthy configuration, pattern, or structure formed in the air (such as clouds, smoke, or other aerial phenomena).
- 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_69a8864b6de0819098d089f6a1b910a7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb1497df08190ad90dd89f76208ca |
completed | March 7, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae26f6e1288190a69d4197ce5bd5b1 |
completed | March 9, 2026, 1:48 a.m. |
| PD | Predicate disambiguation | batch_69abafe7e7e88190b58c0df59187c0c2 |
completed | March 7, 2026, 4:56 a.m. |
| PDg | Predicate description generation | batch_69abb09b27e88190bff164040fef6d7e |
completed | March 7, 2026, 4:59 a.m. |
Created at: March 4, 2026, 7:34 p.m.