Triple
T12561518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhelyu Zhelev |
E295361
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Union of Democratic Forces
The Union of Democratic Forces is a Bulgarian center-right political coalition that played a key role in the country’s transition from communism to democracy in the early 1990s.
|
E992271
|
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: Union of Democratic Forces | Statement: [Zhelyu Zhelev, memberOf, Union of Democratic Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Union of Democratic Forces Context triple: [Zhelyu Zhelev, memberOf, Union of Democratic Forces]
-
A.
Grand Alliance for National Unity
The Grand Alliance for National Unity is a political party in Ghana.
-
B.
National Union for Democratic Progress
The National Union for Democratic Progress is a Liberian political party founded and led by former warlord-turned-politician Prince Johnson.
-
C.
National Social Democratic Front
The National Social Democratic Front was a major conservative, anti-communist political alliance in South Vietnam that supported the regime of President Nguyễn Văn Thiệu during the Vietnam War era.
-
D.
United Nationalist Alliance
The United Nationalist Alliance is a Philippine political coalition-turned-party known for aligning prominent conservative and opposition figures in national elections.
-
E.
People's Alliance
People's Alliance was a conservative political party in Spain that served as a precursor to the modern People's Party (Partido Popular).
- 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: Union of Democratic Forces Triple: [Zhelyu Zhelev, memberOf, Union of Democratic Forces]
Generated description
The Union of Democratic Forces is a Bulgarian center-right political coalition that played a key role in the country’s transition from communism to democracy in the early 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Union of Democratic Forces Target entity description: The Union of Democratic Forces is a Bulgarian center-right political coalition that played a key role in the country’s transition from communism to democracy in the early 1990s.
-
A.
Grand Alliance for National Unity
The Grand Alliance for National Unity is a political party in Ghana.
-
B.
National Union for Democratic Progress
The National Union for Democratic Progress is a Liberian political party founded and led by former warlord-turned-politician Prince Johnson.
-
C.
National Social Democratic Front
The National Social Democratic Front was a major conservative, anti-communist political alliance in South Vietnam that supported the regime of President Nguyễn Văn Thiệu during the Vietnam War era.
-
D.
United Nationalist Alliance
The United Nationalist Alliance is a Philippine political coalition-turned-party known for aligning prominent conservative and opposition figures in national elections.
-
E.
People's Alliance
People's Alliance was a conservative political party in Spain that served as a precursor to the modern People's Party (Partido Popular).
- 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_69d6ad9cac2c81908e8a7bed82d1e21d |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d954933e7c819083471c627ce55ff1 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65eb71c548190826d243a354bd01c |
completed | May 2, 2026, 8:29 p.m. |
| NEDg | Description generation | batch_69f6605bca10819086966e1574c31318 |
completed | May 2, 2026, 8:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6617997188190bfce14c54619af7f |
completed | May 2, 2026, 8:41 p.m. |
Created at: April 8, 2026, 11:48 p.m.