Triple
T9133746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Infinity (Marvel Comics) |
E219149
|
entity |
| Predicate | leadsTo |
P37
|
FINISHED |
| Object |
Inhumanity (Marvel Comics event)
Inhumanity is a Marvel Comics crossover storyline that explores the global chaos and transformation that follow the widespread activation of Inhuman powers on Earth.
|
E780493
|
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: Inhumanity (Marvel Comics event) | Statement: [Infinity (Marvel Comics), leadsTo, Inhumanity (Marvel Comics event)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inhumanity (Marvel Comics event) Context triple: [Infinity (Marvel Comics), leadsTo, Inhumanity (Marvel Comics event)]
-
A.
Civil War (Marvel Comics event)
Civil War (Marvel Comics event) is a major Marvel Comics crossover storyline that pits superheroes against each other over government-mandated registration of their secret identities, fundamentally reshaping the Marvel Universe.
-
B.
Inhumans vol. 2 #5
Inhumans vol. 2 #5 is a Marvel Comics issue notable for introducing Yelena Belova, who becomes the second Black Widow in the Marvel Universe.
-
C.
Sinestro Corps War
Sinestro Corps War is a major Green Lantern comic book crossover event in which Sinestro leads his fear-powered corps in a large-scale war against the Green Lantern Corps and the heroes of the DC Universe.
-
D.
Age of Ultron (comics event)
Age of Ultron (comics event) is a major Marvel Comics crossover storyline in which the villainous android Ultron successfully conquers Earth, forcing the remaining heroes to attempt desperate time-altering measures to stop him.
-
E.
Secret Wars (2015)
Secret Wars (2015) is a Marvel Comics crossover event in which the multiverse collapses into a single patchwork planet called Battleworld, reshaping the Marvel Universe and its characters.
- 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: Inhumanity (Marvel Comics event) Triple: [Infinity (Marvel Comics), leadsTo, Inhumanity (Marvel Comics event)]
Generated description
Inhumanity is a Marvel Comics crossover storyline that explores the global chaos and transformation that follow the widespread activation of Inhuman powers on Earth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inhumanity (Marvel Comics event) Target entity description: Inhumanity is a Marvel Comics crossover storyline that explores the global chaos and transformation that follow the widespread activation of Inhuman powers on Earth.
-
A.
Civil War (Marvel Comics event)
Civil War (Marvel Comics event) is a major Marvel Comics crossover storyline that pits superheroes against each other over government-mandated registration of their secret identities, fundamentally reshaping the Marvel Universe.
-
B.
Inhumans vol. 2 #5
Inhumans vol. 2 #5 is a Marvel Comics issue notable for introducing Yelena Belova, who becomes the second Black Widow in the Marvel Universe.
-
C.
Sinestro Corps War
Sinestro Corps War is a major Green Lantern comic book crossover event in which Sinestro leads his fear-powered corps in a large-scale war against the Green Lantern Corps and the heroes of the DC Universe.
-
D.
Age of Ultron (comics event)
Age of Ultron (comics event) is a major Marvel Comics crossover storyline in which the villainous android Ultron successfully conquers Earth, forcing the remaining heroes to attempt desperate time-altering measures to stop him.
-
E.
Secret Wars (2015)
Secret Wars (2015) is a Marvel Comics crossover event in which the multiverse collapses into a single patchwork planet called Battleworld, reshaping the Marvel Universe and its characters.
- 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.