Triple
T12798668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Socialist Party of Serbia |
E305953
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object |
Democratic Opposition of Serbia
The Democratic Opposition of Serbia was a broad coalition of Serbian political parties and groups that united to challenge Slobodan Milošević’s regime and played a key role in the democratic changes of 2000.
|
E1002865
|
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: Democratic Opposition of Serbia | Statement: [Socialist Party of Serbia, opposedBy, Democratic Opposition of Serbia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Opposition of Serbia Context triple: [Socialist Party of Serbia, opposedBy, Democratic Opposition of Serbia]
-
A.
Overthrow of Slobodan Milošević
The Overthrow of Slobodan Milošević was the October 2000 popular uprising and political transition in Serbia that ended Milošević’s authoritarian rule and marked the country’s shift toward democratic governance.
-
B.
Kosovo independence movement
The Kosovo independence movement is a political and national campaign, led by figures such as Hashim Thaçi, that sought and ultimately achieved Kosovo’s separation from Serbia and recognition as an independent state.
-
C.
Assembly of Kosovo
The Assembly of Kosovo is the unicameral parliamentary body that serves as the highest representative and lawmaking institution of Kosovo.
-
D.
Democratic Party (Serbia)
The Democratic Party (Serbia) is a pro-European, center-left political party that played a key role in Serbia’s democratic transition after the fall of Slobodan Milošević.
-
E.
Revolutionary Serbian government
The Revolutionary Serbian government was the provisional authority formed by Serbian rebels during the early 19th-century struggle against Ottoman rule, laying foundations for modern Serbian statehood.
- 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: Democratic Opposition of Serbia Triple: [Socialist Party of Serbia, opposedBy, Democratic Opposition of Serbia]
Generated description
The Democratic Opposition of Serbia was a broad coalition of Serbian political parties and groups that united to challenge Slobodan Milošević’s regime and played a key role in the democratic changes of 2000.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Democratic Opposition of Serbia Target entity description: The Democratic Opposition of Serbia was a broad coalition of Serbian political parties and groups that united to challenge Slobodan Milošević’s regime and played a key role in the democratic changes of 2000.
-
A.
Overthrow of Slobodan Milošević
The Overthrow of Slobodan Milošević was the October 2000 popular uprising and political transition in Serbia that ended Milošević’s authoritarian rule and marked the country’s shift toward democratic governance.
-
B.
Kosovo independence movement
The Kosovo independence movement is a political and national campaign, led by figures such as Hashim Thaçi, that sought and ultimately achieved Kosovo’s separation from Serbia and recognition as an independent state.
-
C.
Assembly of Kosovo
The Assembly of Kosovo is the unicameral parliamentary body that serves as the highest representative and lawmaking institution of Kosovo.
-
D.
Democratic Party (Serbia)
The Democratic Party (Serbia) is a pro-European, center-left political party that played a key role in Serbia’s democratic transition after the fall of Slobodan Milošević.
-
E.
Revolutionary Serbian government
The Revolutionary Serbian government was the provisional authority formed by Serbian rebels during the early 19th-century struggle against Ottoman rule, laying foundations for modern Serbian statehood.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6f858c8190915ede38e9a6a2df |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6850f9ae4819094599b48d8d3a074 |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f685dd1a88819096e40711f10d898a |
completed | May 2, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68884ed348190a1b2c89b1d655fa9 |
completed | May 2, 2026, 11:28 p.m. |
Created at: April 9, 2026, 5:30 p.m.