Triple
T4734231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Cer |
E105084
|
entity |
| Predicate | involvedUnitSerbia |
P1063
|
FINISHED |
| Object |
Serbian 2nd Army
The Serbian 2nd Army was a key field army of the Royal Serbian Army during World War I, noted for its crucial role in early victories against Austro-Hungarian forces.
|
E464357
|
NE FINISHED |
How this triple was built (5 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: Serbian 2nd Army | Statement: [Battle of Cer, involvedUnitSerbia, Serbian 2nd Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Serbian 2nd Army Context triple: [Battle of Cer, involvedUnitSerbia, Serbian 2nd Army]
-
A.
Serbian Third Army
The Serbian Third Army was a key field army of the Royal Serbian Army that played a crucial role in major World War I campaigns, particularly on the Balkan front.
-
B.
Serbian Army
The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
-
C.
Royal Yugoslav Army
The Royal Yugoslav Army was the land warfare branch of the Kingdom of Yugoslavia’s armed forces, active until its rapid defeat and disbandment during the Axis invasion in World War II.
-
D.
Yugoslav Army
The Yugoslav Army was the federal military force of the Federal Republic of Yugoslavia, central to the country's defense and involved in major conflicts during the 1990s Balkan wars.
-
E.
Army of Republika Srpska
The Army of Republika Srpska was the Bosnian Serb military force that conducted major operations during the Bosnian War, known for its role in ethnic cleansing and the Srebrenica genocide.
- 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: Serbian 2nd Army Triple: [Battle of Cer, involvedUnitSerbia, Serbian 2nd Army]
Generated description
The Serbian 2nd Army was a key field army of the Royal Serbian Army during World War I, noted for its crucial role in early victories against Austro-Hungarian forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Serbian 2nd Army Target entity description: The Serbian 2nd Army was a key field army of the Royal Serbian Army during World War I, noted for its crucial role in early victories against Austro-Hungarian forces.
-
A.
Serbian Third Army
The Serbian Third Army was a key field army of the Royal Serbian Army that played a crucial role in major World War I campaigns, particularly on the Balkan front.
-
B.
Serbian Army
The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
-
C.
Royal Yugoslav Army
The Royal Yugoslav Army was the land warfare branch of the Kingdom of Yugoslavia’s armed forces, active until its rapid defeat and disbandment during the Axis invasion in World War II.
-
D.
Yugoslav Army
The Yugoslav Army was the federal military force of the Federal Republic of Yugoslavia, central to the country's defense and involved in major conflicts during the 1990s Balkan wars.
-
E.
Army of Republika Srpska
The Army of Republika Srpska was the Bosnian Serb military force that conducted major operations during the Bosnian War, known for its role in ethnic cleansing and the Srebrenica genocide.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: involvedUnitSerbia Context triple: [Battle of Cer, involvedUnitSerbia, Serbian 2nd Army]
-
A.
involvedUnit
chosen
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.
-
B.
involvedUnitSoviet
Indicates that a Soviet military or organizational unit was involved in a particular event, operation, or action.
-
C.
SerbianName
Indicates that an entity has a name that is of Serbian origin or used in the Serbian language.
-
D.
resultOfFirstBalkanWar
Indicates that one event, condition, or state occurred as a consequence of the First Balkan War.
-
E.
warParticipatedIn
Indicates that an entity took part as a combatant or active participant in a specific war or armed conflict.
- F. None of above.
Provenance (6 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6467a1fc819089485b4d76e0edc4 |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10b0b8d08190ad1cd262ee870f08 |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be1485bcf0819096693abc5fbf34e3 |
completed | March 21, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be153db02881908a28b3ede1fdcb54 |
completed | March 21, 2026, 3:49 a.m. |
| PD | Predicate disambiguation | batch_69bd6221c3b881908604f35f8de6f16b |
completed | March 20, 2026, 3:05 p.m. |
Created at: March 20, 2026, 1:19 p.m.