Triple
T12231922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Starbrand |
E291494
|
entity |
| Predicate | notableStoryline |
P7331
|
FINISHED |
| Object |
Avengers (Jonathan Hickman run)
Avengers (Jonathan Hickman run) is a critically acclaimed Marvel Comics series by writer Jonathan Hickman that expands the Avengers roster and builds an intricate, long-form narrative about multiversal threats, cosmic evolution, and the road to Secret Wars.
|
E970712
|
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: Avengers (Jonathan Hickman run) | Statement: [Starbrand, notableStoryline, Avengers (Jonathan Hickman run)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avengers (Jonathan Hickman run) Context triple: [Starbrand, notableStoryline, Avengers (Jonathan Hickman run)]
-
A.
The Avengers #195
The Avengers #195 is a 1980 Marvel Comics issue best known for introducing the villainous combat mimic Taskmaster to the Marvel Universe.
-
B.
The Avengers #54
The Avengers #54 is a 1968 Marvel Comics issue best known for introducing the villainous android Ultron to the Marvel Universe.
-
C.
The Avengers #43
The Avengers #43 is a 1967 Marvel Comics issue best known for introducing the Soviet super-spy and future Red Guardian, Alexei Shostakov, into the Avengers mythos.
-
D.
The Avengers #57
The Avengers #57 is a 1968 Marvel Comics issue best known for introducing the synthezoid superhero Vision to the Avengers and the wider Marvel Universe.
-
E.
Uncanny Avengers
Uncanny Avengers is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
- 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: Avengers (Jonathan Hickman run) Triple: [Starbrand, notableStoryline, Avengers (Jonathan Hickman run)]
Generated description
Avengers (Jonathan Hickman run) is a critically acclaimed Marvel Comics series by writer Jonathan Hickman that expands the Avengers roster and builds an intricate, long-form narrative about multiversal threats, cosmic evolution, and the road to Secret Wars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avengers (Jonathan Hickman run) Target entity description: Avengers (Jonathan Hickman run) is a critically acclaimed Marvel Comics series by writer Jonathan Hickman that expands the Avengers roster and builds an intricate, long-form narrative about multiversal threats, cosmic evolution, and the road to Secret Wars.
-
A.
The Avengers #195
The Avengers #195 is a 1980 Marvel Comics issue best known for introducing the villainous combat mimic Taskmaster to the Marvel Universe.
-
B.
The Avengers #54
The Avengers #54 is a 1968 Marvel Comics issue best known for introducing the villainous android Ultron to the Marvel Universe.
-
C.
The Avengers #43
The Avengers #43 is a 1967 Marvel Comics issue best known for introducing the Soviet super-spy and future Red Guardian, Alexei Shostakov, into the Avengers mythos.
-
D.
The Avengers #57
The Avengers #57 is a 1968 Marvel Comics issue best known for introducing the synthezoid superhero Vision to the Avengers and the wider Marvel Universe.
-
E.
Uncanny Avengers
Uncanny Avengers is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91ca45bd48190b8b7f6b29b6bb25b |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aad2d488190ba36588e3376ca1a |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bdd8d508190813178ff4c77afcf |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60c67c680819087630d190d0a008f |
completed | May 2, 2026, 2:38 p.m. |
Created at: April 8, 2026, 9:51 p.m.