Triple
T12232157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A-Force |
E291499
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object | Ms. Marvel (Kamala Khan) |
E892975
|
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: Ms. Marvel (Kamala Khan) | Statement: [A-Force, member, Ms. Marvel (Kamala Khan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ms. Marvel (Kamala Khan) Context triple: [A-Force, member, Ms. Marvel (Kamala Khan)]
-
A.
Ms. Marvel (Carol Danvers)
Ms. Marvel (Carol Danvers) is a prominent Marvel Comics superheroine, later known as Captain Marvel, who gained superhuman strength, flight, and energy powers and became a key member of the Avengers.
-
B.
Kamala Khan
chosen
Kamala Khan is a Pakistani-American Muslim teenager from Jersey City who becomes the shape-shifting superhero Ms. Marvel in Marvel Comics.
-
C.
Monica Rambeau
Monica Rambeau is a Marvel Comics superhero and S.W.O.R.D. agent who gains energy-based powers and becomes a key figure in the Marvel Cinematic Universe.
-
D.
Daisy Johnson
Daisy Johnson is a powerful Inhuman superhero and skilled S.H.I.E.L.D. agent in Marvel Comics, best known by the codename Quake for her seismic vibration abilities and leadership roles.
-
E.
Cassie Lang
Cassie Lang is a Marvel Comics character best known as Scott Lang’s daughter who becomes the size-changing superheroine Stature (and later Stinger).
- 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_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. |
Created at: April 8, 2026, 9:51 p.m.