Triple
T490506
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Uranus |
E9977
|
entity |
| Predicate | opponentUnit |
P4567
|
FINISHED |
| Object | German 6th Army |
E4450
|
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: German 6th Army | Statement: [Operation Uranus, opponentUnit, German 6th Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German 6th Army Context triple: [Operation Uranus, opponentUnit, German 6th Army]
-
A.
German 6th Army
chosen
The German 6th Army was a major Wehrmacht field army best known for its encirclement and catastrophic defeat at Stalingrad, a turning point on the Eastern Front in World War II.
-
B.
German 4th Panzer Army
The German 4th Panzer Army was a major Wehrmacht armored formation on the Eastern Front in World War II, playing a central role in key operations including the drive toward Stalingrad and later defensive battles against the Red Army.
-
C.
6th Panzer Army
The 6th Panzer Army was a major German armoured formation of the Waffen-SS that played a central role in late World War II offensives on the Western and Eastern Fronts, including the Battle of the Bulge.
-
D.
Army Group Don
Army Group Don was a short-lived German Wehrmacht army group formed in late 1942 on the Eastern Front to coordinate forces, including the encircled 6th Army, during the Battle of Stalingrad.
-
E.
Heeresgruppe Süd
Heeresgruppe Süd was a major German Army Group during World War II, best known for leading key offensives on the Eastern Front, including operations in Poland and later in the Soviet Union.
- 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: opponentUnit Context triple: [Operation Uranus, opponentUnit, German 6th Army]
-
A.
opposingCommander
Indicates that one entity serves as the commanding officer of a force that is in opposition or conflict with the force commanded by another entity.
-
B.
opposingForce
chosen
Indicates a relationship where one entity actively resists, counters, or works against the actions, goals, or influence of another entity.
-
C.
opponentCandidate
Indicates that one entity is a rival or competing candidate against another in the same contest or election.
-
D.
involvedUnit
Indicates that a particular unit (such as a group, organization, or division) participates in, is associated with, or plays a role in the referenced event or activity.
-
E.
opponentNationality
Indicates that the related entity is the country or nationality of the opponent in a competitive or adversarial context.
- F. None of above.
Provenance (4 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_69a2e802e2908190ab17c9479e0b6412 |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2f0e22a308190b04d12974fd08a38 |
completed | Feb. 28, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a48a786db88190bd4486159a9f96bc |
completed | March 1, 2026, 6:50 p.m. |
| PD | Predicate disambiguation | batch_69a2edf63fbc819090ea6ca11f39116a |
completed | Feb. 28, 2026, 1:30 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.