Triple
T16472463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludmila Stoyanova |
E400097
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Ludmila Stoyanova |
E400097
|
NE FINISHED |
How this triple was built (2 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: Ludmila Stoyanova | Statement: [Ludmila Stoyanova, name, Ludmila Stoyanova]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludmila Stoyanova Context triple: [Ludmila Stoyanova, name, Ludmila Stoyanova]
-
A.
Ludmila Stoyanova
chosen
Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
-
B.
Mariya Dimitrova
Mariya Dimitrova is a Bulgarian triple jumper who has competed internationally, including at World Championships and Olympic Games.
-
C.
Dobrina Liubomirova
Dobrina Liubomirova is an actress known for her role in the Mexican romantic comedy film "Sólo con tu pareja."
-
D.
Maria Zheleva
Maria Zheleva was a Bulgarian intellectual and public figure best known as the wife of Bulgaria’s first democratically elected president, Zhelyu Zhelev.
-
E.
Elena Dimitrova
Elena Dimitrova was the wife of Bulgarian communist leader and former Prime Minister Vulko Chervenkov.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dd19df881909e4562a5e8473338 |
completed | April 18, 2026, 7:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006078da4c8190ba510d92b503e993 |
completed | May 10, 2026, 10:39 a.m. |
Created at: April 10, 2026, 5:11 a.m.