Triple
T8458571
| 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 Wakanda |
E219143
|
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: participated in Battle of Wakanda | Statement: [Mark Ruffalo as Bruce Banner / Hulk, notableEvent, participated in Battle of Wakanda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: participated in Battle of Wakanda Context triple: [Mark Ruffalo as Bruce Banner / Hulk, notableEvent, participated in Battle of Wakanda]
-
A.
World of Wakanda
World of Wakanda is a Marvel Comics series set in the Black Panther universe that explores the lives, relationships, and political struggles of Wakandan characters, particularly the Dora Milaje.
-
B.
Wakandan forces
chosen
Wakandan forces are the elite, technologically advanced military and security units of the fictional African nation of Wakanda in the Marvel universe.
-
C.
Secret War
The Secret War refers to the covert U.S.-backed conflict in Laos during the broader Vietnam War era, involving the CIA, Hmong forces, and the Royal Lao Government against communist Pathet Lao and North Vietnamese forces.
-
D.
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.
-
E.
Queen of Wakanda
The Queen of Wakanda is the royal consort and co-ruler of the advanced African nation of Wakanda in Marvel Comics, a role notably held by the mutant superhero Storm during her marriage to King T’Challa, the Black Panther.
- 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_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. |
Created at: March 30, 2026, 6:10 p.m.