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.