Triple
T3763298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Horseshoe (alleged) |
E82612
|
entity |
| Predicate | purportedPerpetrator |
P21177
|
FINISHED |
| Object |
Serbian military
The Serbian military is the armed forces of Serbia, historically known for its role in the Yugoslav Wars of the 1990s and its involvement in regional conflicts and peacekeeping operations.
|
E189793
|
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 military | Statement: [Operation Horseshoe (alleged), purportedPerpetrator, Serbian military]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Serbian military Context triple: [Operation Horseshoe (alleged), purportedPerpetrator, Serbian military]
-
A.
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.
-
B.
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.
-
C.
Montenegrin Army
The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
-
D.
Yugoslav military contingent
The Yugoslav military contingent was a unit of the Yugoslav People's Army deployed as part of the United Nations Emergency Force peacekeeping mission.
-
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 military Triple: [Operation Horseshoe (alleged), purportedPerpetrator, Serbian military]
Generated description
The Serbian military is the armed forces of Serbia, historically known for its role in the Yugoslav Wars of the 1990s and its involvement in regional conflicts and peacekeeping operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Serbian military Target entity description: The Serbian military is the armed forces of Serbia, historically known for its role in the Yugoslav Wars of the 1990s and its involvement in regional conflicts and peacekeeping operations.
-
A.
Serbian Army
chosen
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.
-
B.
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.
-
C.
Montenegrin Army
The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
-
D.
Yugoslav military contingent
The Yugoslav military contingent was a unit of the Yugoslav People's Army deployed as part of the United Nations Emergency Force peacekeeping mission.
-
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: purportedPerpetrator Context triple: [Operation Horseshoe (alleged), purportedPerpetrator, Serbian military]
-
A.
perpetratedBy
Indicates that an action, event, or wrongdoing was carried out or caused by a particular agent or entity.
-
B.
suspectedPerpetrator
chosen
Indicates that an entity is believed or alleged to be the person responsible for committing a particular harmful or illegal act.
-
C.
perpetratorNationality
Indicates the country or nationality to which a perpetrator of an act, crime, or harmful event belongs.
-
D.
perpetratorAllegiance
Indicates that the perpetrator is affiliated with, loyal to, or acting on behalf of a particular group, organization, or cause.
-
E.
hasPerpetratorOrigin
Indicates that the origin or source of a perpetrator (such as their nationality, place of birth, or background) is associated with a particular event, action, or crime.
- 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_69ad8b207b0081909d2b48843fbd8795 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcbfbecf8819099d80af480cbe2d2 |
completed | March 8, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e51e54108190ab60e189cfbb0db0 |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e6a49ffc81908d6322b1ca6f6327 |
completed | March 14, 2026, 4:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e7311cc4819098926b36b94cae96 |
completed | March 14, 2026, 4:42 a.m. |
| PD | Predicate disambiguation | batch_69adc04c851c8190ae5eaebf36df539b |
completed | March 8, 2026, 6:30 p.m. |
Created at: March 8, 2026, 3:35 p.m.