Triple
T15924922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drenica massacres |
E386182
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Serbian counter-insurgency campaign in Kosovo
The Serbian counter-insurgency campaign in Kosovo was a series of military and police operations by Yugoslav and Serbian forces in the late 1990s aimed at crushing the Kosovo Albanian insurgency, marked by widespread human rights abuses and contributing to the 1998–1999 Kosovo War.
|
E11743
|
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: Serbian counter-insurgency campaign in Kosovo | Statement: [Drenica massacres, partOf, Serbian counter-insurgency campaign in Kosovo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Serbian counter-insurgency campaign in Kosovo Context triple: [Drenica massacres, partOf, Serbian counter-insurgency campaign in Kosovo]
-
A.
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.
-
B.
Kosovo War
The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
-
C.
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.
-
D.
Operation Deliberate Force
Operation Deliberate Force was a 1995 NATO air campaign against Bosnian Serb forces that marked a decisive military intervention in the Bosnian War.
-
E.
Italian occupation of Kosovo
The Italian occupation of Kosovo was a World War II-era military and administrative control of Kosovo by Fascist Italy, marked by its incorporation into Italian-occupied Albania and significant political and ethnic tensions.
- 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 counter-insurgency campaign in Kosovo Triple: [Drenica massacres, partOf, Serbian counter-insurgency campaign in Kosovo]
Generated description
The Serbian counter-insurgency campaign in Kosovo was a series of military and police operations by Yugoslav and Serbian forces in the late 1990s aimed at crushing the Kosovo Albanian insurgency, marked by widespread human rights abuses and contributing to the 1998–1999 Kosovo War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Serbian counter-insurgency campaign in Kosovo Target entity description: The Serbian counter-insurgency campaign in Kosovo was a series of military and police operations by Yugoslav and Serbian forces in the late 1990s aimed at crushing the Kosovo Albanian insurgency, marked by widespread human rights abuses and contributing to the 1998–1999 Kosovo War.
-
A.
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.
-
B.
Kosovo War
chosen
The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
-
C.
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.
-
D.
Operation Deliberate Force
Operation Deliberate Force was a 1995 NATO air campaign against Bosnian Serb forces that marked a decisive military intervention in the Bosnian War.
-
E.
Italian occupation of Kosovo
The Italian occupation of Kosovo was a World War II-era military and administrative control of Kosovo by Fascist Italy, marked by its incorporation into Italian-occupied Albania and significant political and ethnic tensions.
- F. None of above.
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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1568424f08190bffe6ee465a0db9a |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5adcde88190ae2a845aaa9d31ac |
completed | May 9, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69ffb6c4a66c8190bba70da71c9ec576 |
completed | May 9, 2026, 10:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb7a373d88190a2fcf75022f3e161 |
completed | May 9, 2026, 10:39 p.m. |
Created at: April 10, 2026, 4:52 a.m.