Triple
T9133768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doomwar |
E219150
|
entity |
| Predicate | centralConflict |
P5022
|
FINISHED |
| Object |
Doctor Doom invades Wakanda
"Doctor Doom invades Wakanda" is the primary storyline in the Marvel Comics event "Doomwar," in which the supervillain Doctor Doom launches a major assault on the technologically advanced African nation of Wakanda to seize its vibranium resources.
|
E780495
|
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: Doctor Doom invades Wakanda | Statement: [Doomwar, centralConflict, Doctor Doom invades Wakanda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doctor Doom invades Wakanda Context triple: [Doomwar, centralConflict, Doctor Doom invades Wakanda]
-
A.
Killmonger's Reign in Wakanda
Killmonger's Reign in Wakanda is a Marvel Comics storyline in which Erik Killmonger seizes control of Wakanda, dramatically challenging T'Challa's rule and the nation's traditions.
-
B.
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.
-
C.
The Vision and the Scarlet Witch
The Vision and the Scarlet Witch is a Marvel Comics limited series that explores the domestic life, relationship, and struggles of Avengers members Vision and Scarlet Witch outside their usual team adventures.
-
D.
Children of Thanos
The Children of Thanos are a group of powerful alien warlords who serve as Thanos’s elite lieutenants and enforcers in the Marvel universe.
-
E.
Avengers: Secret Wars
Avengers: Secret Wars is an upcoming Marvel Cinematic Universe crossover film intended as a major ensemble event adapting the iconic "Secret Wars" storyline from Marvel Comics.
- 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: Doctor Doom invades Wakanda Triple: [Doomwar, centralConflict, Doctor Doom invades Wakanda]
Generated description
"Doctor Doom invades Wakanda" is the primary storyline in the Marvel Comics event "Doomwar," in which the supervillain Doctor Doom launches a major assault on the technologically advanced African nation of Wakanda to seize its vibranium resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doctor Doom invades Wakanda Target entity description: "Doctor Doom invades Wakanda" is the primary storyline in the Marvel Comics event "Doomwar," in which the supervillain Doctor Doom launches a major assault on the technologically advanced African nation of Wakanda to seize its vibranium resources.
-
A.
Killmonger's Reign in Wakanda
Killmonger's Reign in Wakanda is a Marvel Comics storyline in which Erik Killmonger seizes control of Wakanda, dramatically challenging T'Challa's rule and the nation's traditions.
-
B.
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.
-
C.
The Vision and the Scarlet Witch
The Vision and the Scarlet Witch is a Marvel Comics limited series that explores the domestic life, relationship, and struggles of Avengers members Vision and Scarlet Witch outside their usual team adventures.
-
D.
Children of Thanos
The Children of Thanos are a group of powerful alien warlords who serve as Thanos’s elite lieutenants and enforcers in the Marvel universe.
-
E.
Avengers: Secret Wars
Avengers: Secret Wars is an upcoming Marvel Cinematic Universe crossover film intended as a major ensemble event adapting the iconic "Secret Wars" storyline from Marvel Comics.
- 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_69ca83debfc0819095800583e97ab10f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8dccecc81908d8fc641c419ca6a |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d047efc5e48190bc8c4a7e865faef9 |
completed | April 3, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69d04935d4e88190acb4d65a2dc2bc8a |
completed | April 3, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d049e6c4cc81909e08b5aaed9a88dc |
completed | April 3, 2026, 11:14 p.m. |
Created at: March 30, 2026, 7:18 p.m.