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.