Triple
T8458570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Ruffalo as Bruce Banner / Hulk |
E199980
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
participated in Battle of Sokovia
Mark Ruffalo’s Bruce Banner / Hulk is the brilliant scientist and powerful green Avenger in the Marvel Cinematic Universe, known for his struggle to control his monstrous alter ego while fighting alongside Earth’s mightiest heroes.
|
E735257
|
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: participated in Battle of Sokovia | Statement: [Mark Ruffalo as Bruce Banner / Hulk, notableEvent, participated in Battle of Sokovia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: participated in Battle of Sokovia Context triple: [Mark Ruffalo as Bruce Banner / Hulk, notableEvent, participated in Battle of Sokovia]
-
A.
Sokovia Accords
The Sokovia Accords are a set of international legal regulations in the Marvel Cinematic Universe designed to place superpowered individuals and Avengers under government oversight and control.
-
B.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
C.
S.W.O.R.D.
S.W.O.R.D. is a fictional intelligence and defense agency in the Marvel Cinematic Universe that specializes in monitoring and responding to extraterrestrial and superhuman threats.
-
D.
Captain America
Captain America is a Marvel Comics superhero, a super-soldier from World War II known for his indestructible shield, leadership of the Avengers, and embodiment of American ideals.
-
E.
Ellsworth Avengers
Ellsworth Avengers was the nickname of the 44th New York Infantry Regiment, a distinguished Union Army unit that fought in the American Civil War.
- 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: participated in Battle of Sokovia Triple: [Mark Ruffalo as Bruce Banner / Hulk, notableEvent, participated in Battle of Sokovia]
Generated description
Mark Ruffalo’s Bruce Banner / Hulk is the brilliant scientist and powerful green Avenger in the Marvel Cinematic Universe, known for his struggle to control his monstrous alter ego while fighting alongside Earth’s mightiest heroes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: participated in Battle of Sokovia Target entity description: Mark Ruffalo’s Bruce Banner / Hulk is the brilliant scientist and powerful green Avenger in the Marvel Cinematic Universe, known for his struggle to control his monstrous alter ego while fighting alongside Earth’s mightiest heroes.
-
A.
Sokovia Accords
The Sokovia Accords are a set of international legal regulations in the Marvel Cinematic Universe designed to place superpowered individuals and Avengers under government oversight and control.
-
B.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
C.
S.W.O.R.D.
S.W.O.R.D. is a fictional intelligence and defense agency in the Marvel Cinematic Universe that specializes in monitoring and responding to extraterrestrial and superhuman threats.
-
D.
Captain America
Captain America is a Marvel Comics superhero, a super-soldier from World War II known for his indestructible shield, leadership of the Avengers, and embodiment of American ideals.
-
E.
Ellsworth Avengers
Ellsworth Avengers was the nickname of the 44th New York Infantry Regiment, a distinguished Union Army unit that fought in the American Civil War.
- 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_69ca83198c4c8190a337bf717d1813f5 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe49e036c8190abb50ca272266ca6 |
completed | March 31, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1dea01c481909496ebfca4e9916e |
completed | April 2, 2026, 7:42 a.m. |
| NEDg | Description generation | batch_69ce20130e9c81908c13e571ca8a6ad4 |
completed | April 2, 2026, 7:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce209338b48190ba8375200a5529bd |
completed | April 2, 2026, 7:53 a.m. |
Created at: March 30, 2026, 6:10 p.m.