Triple
T9512738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dominique Thorne as Riri Williams |
E229439
|
entity |
| Predicate | relatedToFranchise |
P9673
|
FINISHED |
| Object | Ironheart (MCU project) |
E804082
|
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: Ironheart (MCU project) | Statement: [Dominique Thorne as Riri Williams, relatedToFranchise, Ironheart (MCU project)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ironheart (MCU project) Context triple: [Dominique Thorne as Riri Williams, relatedToFranchise, Ironheart (MCU project)]
-
A.
Ironheart
chosen
Ironheart is a Marvel Comics superhero identity used by teenage engineering prodigy Riri Williams, who builds her own advanced suit of armor inspired by Iron Man.
-
B.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
C.
Ironheart armor
The Ironheart armor is a high-tech powered suit created and worn by Marvel character Riri Williams, serving as her advanced, Iron Man–inspired superhero armor.
-
D.
Marvel's Iron Fist
Marvel's Iron Fist is a Netflix Marvel series centered on martial artist Danny Rand, who returns to New York City wielding the mystical power of the Iron Fist to fight corruption and reclaim his family's legacy.
-
E.
Ms. Marvel
Ms. Marvel is a critically acclaimed Marvel Comics series, best known for introducing teenage Pakistani-American superhero Kamala Khan and for its groundbreaking representation and storytelling.
- 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_69ca84777560819084cddd999badc1aa |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd986aa99c8190b2eaa7f9b111aa2e |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c1092bc8190917d71e2b6f62c25 |
completed | April 4, 2026, 5:36 p.m. |
Created at: March 30, 2026, 7:58 p.m.