Triple
T14578371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludmilla Drago |
E342117
|
entity |
| Predicate | speaksFor |
P114929
|
FINISHED |
| Object | Ivan Drago |
E95986
|
NE FINISHED |
How this triple was built (3 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: Ivan Drago | Statement: [Ludmilla Drago, speaksFor, Ivan Drago]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivan Drago Context triple: [Ludmilla Drago, speaksFor, Ivan Drago]
-
A.
Ivan Drago
chosen
Ivan Drago is a towering Soviet boxer and primary antagonist in the Rocky film series, best known for his brutal strength and iconic showdown with Rocky Balboa in "Rocky IV."
-
B.
Viktor Drago
Viktor Drago is a powerful Russian heavyweight boxer and the son of Ivan Drago, serving as Adonis Creed’s main rival in the film Creed II.
-
C.
Apollo Creed
Apollo Creed is a charismatic and skilled heavyweight boxing champion who serves as Rocky Balboa’s rival-turned-friend in the Rocky film series.
-
D.
Sergei Makarov
Sergei Makarov is a legendary Russian ice hockey forward renowned for his starring role with the Soviet national team and CSKA Moscow, as well as his successful NHL career.
-
E.
Alexander Olevskii
Alexander Olevskii is a mathematician known for his contributions to harmonic analysis and related areas, for which he received the Salem Prize.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: speaksFor Context triple: [Ludmilla Drago, speaksFor, Ivan Drago]
-
A.
speaksWith
Indicates that one entity engages in spoken communication or conversation with another entity.
-
B.
speaksIn
Indicates that an entity uses or expresses itself in a particular language or medium when speaking.
-
C.
spokenOn
Indicates that an utterance or speech act occurred at or during a specific time or date.
-
D.
representedBySpeaker
Indicates that something is expressed, conveyed, or symbolized through a particular speaker as its representative voice or agent.
-
E.
spokeAt
Indicates that a person delivered a talk, speech, or presentation at a particular event or location.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f5ec448190b2ef887fdf7b633e |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94b832b08190965b727baa700403 |
completed | May 8, 2026, 7:46 a.m. |
| PD | Predicate disambiguation | batch_69de656a953481909a4645b004c40de7 |
completed | April 14, 2026, 4:03 p.m. |
| PDg | Predicate description generation | batch_69de716c17cc8190aeb85296abee85a7 |
completed | April 14, 2026, 4:55 p.m. |
Created at: April 10, 2026, 1:24 a.m.