Triple
T2908621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rocky IV |
E63627
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Ludmilla Drago
Ludmilla Drago is a supporting character in the film "Rocky IV," known as the confident and nationalistic wife and spokesperson of Soviet boxer Ivan Drago.
|
E342117
|
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: Ludmilla Drago | Statement: [Rocky IV, character, Ludmilla Drago]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludmilla Drago Context triple: [Rocky IV, character, Ludmilla Drago]
-
A.
Ludmilla
Ludmilla is a coastal suburb of Darwin in Australia's Northern Territory, known for its residential areas and proximity to Fannie Bay.
-
B.
Elena Milashina
Elena Milashina is a prominent Russian investigative journalist known for her reporting on human rights abuses, particularly in Chechnya, for the independent newspaper Novaya Gazeta.
-
C.
Katerina Tikhonova
Katerina Tikhonova is a Russian academic and business executive widely reported to be one of Vladimir Putin’s daughters, known for her roles in scientific institutions and high-tech investment projects.
-
D.
Lidia Alexeeva
Lidia Alexeeva was a legendary Soviet basketball coach renowned for leading the USSR women’s national team to multiple Olympic and World Championship titles and is regarded as one of the greatest coaches in women’s basketball history.
-
E.
Maria Spiridonova
Maria Spiridonova was a prominent Russian revolutionary and terrorist known for her role in the Socialist Revolutionary Party and her involvement in political assassinations during the late Tsarist era.
- 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: Ludmilla Drago Triple: [Rocky IV, character, Ludmilla Drago]
Generated description
Ludmilla Drago is a supporting character in the film "Rocky IV," known as the confident and nationalistic wife and spokesperson of Soviet boxer Ivan Drago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludmilla Drago Target entity description: Ludmilla Drago is a supporting character in the film "Rocky IV," known as the confident and nationalistic wife and spokesperson of Soviet boxer Ivan Drago.
-
A.
Ludmilla
Ludmilla is a coastal suburb of Darwin in Australia's Northern Territory, known for its residential areas and proximity to Fannie Bay.
-
B.
Elena Milashina
Elena Milashina is a prominent Russian investigative journalist known for her reporting on human rights abuses, particularly in Chechnya, for the independent newspaper Novaya Gazeta.
-
C.
Katerina Tikhonova
Katerina Tikhonova is a Russian academic and business executive widely reported to be one of Vladimir Putin’s daughters, known for her roles in scientific institutions and high-tech investment projects.
-
D.
Lidia Alexeeva
Lidia Alexeeva was a legendary Soviet basketball coach renowned for leading the USSR women’s national team to multiple Olympic and World Championship titles and is regarded as one of the greatest coaches in women’s basketball history.
-
E.
Maria Spiridonova
Maria Spiridonova was a prominent Russian revolutionary and terrorist known for her role in the Socialist Revolutionary Party and her involvement in political assassinations during the late Tsarist era.
- 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_69ab4c44ab448190b9411324e8a1fc1d |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe0d329c88190b6fcaef0be1799eb |
completed | March 7, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28de24f9881908396d263c4e21a04 |
completed | March 12, 2026, 9:56 a.m. |
| NEDg | Description generation | batch_69b28f9e12488190b93355b783300264 |
completed | March 12, 2026, 10:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2c08b196881908e72596d54ab8873 |
completed | March 12, 2026, 1:32 p.m. |
Created at: March 6, 2026, 10:11 p.m.