Triple
T3951793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yugoslav Army |
E84880
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object |
Insurgency in the Preševo Valley
The Insurgency in the Preševo Valley was an ethnic Albanian armed rebellion against Serbian and Yugoslav security forces in southern Serbia from 1999 to 2001, linked to the wider post-Kosovo War tensions in the region.
|
E402517
|
NE FINISHED |
How this triple was built (4 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: Insurgency in the Preševo Valley | Statement: [Yugoslav Army, conflict, Insurgency in the Preševo Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Insurgency in the Preševo Valley Context triple: [Yugoslav Army, conflict, Insurgency in the Preševo Valley]
-
A.
Insurgency in the Republic of Macedonia
The Insurgency in the Republic of Macedonia was a 2001 armed conflict between ethnic Albanian insurgents and Macedonian security forces that threatened to destabilize the newly independent Balkan state in the aftermath of the Yugoslav Wars.
-
B.
Drenica massacres
The Drenica massacres were a series of mass killings of ethnic Albanian civilians by Serbian security forces in the Drenica region of Kosovo during the late 1990s, which became emblematic of the brutality of the Kosovo conflict.
-
C.
Yugoslav Army in the Homeland
The Yugoslav Army in the Homeland was a royalist, Serbian-dominated resistance movement in occupied Yugoslavia during World War II, commonly known as the Chetniks and led by Draža Mihailović.
-
D.
Siege of Sarajevo
The Siege of Sarajevo was a prolonged and devastating military blockade of Bosnia and Herzegovina’s capital from 1992 to 1996, marked by intense shelling, sniper attacks, and severe civilian suffering during the Bosnian War.
-
E.
Second Serbian Uprising
The Second Serbian Uprising was an 1815 revolt against Ottoman rule that led to the restoration of Serbian autonomy and laid the foundations for the modern Serbian state.
- 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: Insurgency in the Preševo Valley Triple: [Yugoslav Army, conflict, Insurgency in the Preševo Valley]
Generated description
The Insurgency in the Preševo Valley was an ethnic Albanian armed rebellion against Serbian and Yugoslav security forces in southern Serbia from 1999 to 2001, linked to the wider post-Kosovo War tensions in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Insurgency in the Preševo Valley Target entity description: The Insurgency in the Preševo Valley was an ethnic Albanian armed rebellion against Serbian and Yugoslav security forces in southern Serbia from 1999 to 2001, linked to the wider post-Kosovo War tensions in the region.
-
A.
Insurgency in the Republic of Macedonia
The Insurgency in the Republic of Macedonia was a 2001 armed conflict between ethnic Albanian insurgents and Macedonian security forces that threatened to destabilize the newly independent Balkan state in the aftermath of the Yugoslav Wars.
-
B.
Drenica massacres
The Drenica massacres were a series of mass killings of ethnic Albanian civilians by Serbian security forces in the Drenica region of Kosovo during the late 1990s, which became emblematic of the brutality of the Kosovo conflict.
-
C.
Yugoslav Army in the Homeland
The Yugoslav Army in the Homeland was a royalist, Serbian-dominated resistance movement in occupied Yugoslavia during World War II, commonly known as the Chetniks and led by Draža Mihailović.
-
D.
Siege of Sarajevo
The Siege of Sarajevo was a prolonged and devastating military blockade of Bosnia and Herzegovina’s capital from 1992 to 1996, marked by intense shelling, sniper attacks, and severe civilian suffering during the Bosnian War.
-
E.
Second Serbian Uprising
The Second Serbian Uprising was an 1815 revolt against Ottoman rule that led to the restoration of Serbian autonomy and laid the foundations for the modern Serbian state.
- 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_69aed934fbfc8190847068e4546de963 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9384cdc8190ad89b32dc25ac1d7 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b533a80d4c8190bb1aac1b2900d9a8 |
completed | March 14, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69b5341fb74081909a33753e5fdd5c32 |
completed | March 14, 2026, 10:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b534d279548190bee44aea7828ed3b |
completed | March 14, 2026, 10:13 a.m. |
Created at: March 9, 2026, 3:30 p.m.