Triple
T9820994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Riri Williams |
E238528
|
entity |
| Predicate | mcuProject |
P90186
|
FINISHED |
| Object | Ironheart (Disney+ series) |
E804082
|
NE FINISHED |
How this triple was built (3 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 (Disney+ series) | Statement: [Riri Williams, mcuProject, Ironheart (Disney+ series)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ironheart (Disney+ series) Context triple: [Riri Williams, mcuProject, Ironheart (Disney+ series)]
-
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.
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.
-
C.
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.
-
D.
The Marvels
The Marvels is a 2023 Marvel Cinematic Universe superhero film that teams Captain Marvel with Ms. Marvel and Monica Rambeau in a cosmic adventure.
-
E.
The Iron Fist
The Iron Fist is the nickname of the 26th Marine Expeditionary Unit, a rapid-response U.S. Marine Corps air-ground task force known for its amphibious and crisis-response capabilities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mcuProject Context triple: [Riri Williams, mcuProject, Ironheart (Disney+ series)]
-
A.
mcuVersion
Indicates the specific version or revision identifier of a microcontroller unit (MCU) associated with an entity.
-
B.
hasMicrocontroller
Indicates that an entity contains, includes, or is equipped with a microcontroller as one of its components.
-
C.
hasDevelopmentBoard
Indicates that an entity is associated with, or supported by, a specific development board used for building or testing hardware or software.
-
D.
developmentProject
Indicates a relationship where an organized effort or initiative is undertaken to plan, create, improve, or expand something over a defined period.
-
E.
projectModel
Indicates a relationship where one entity serves as a model, template, or representation for a project or projected outcome involving another entity.
- 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_69ca84dfde1481909f47c286d715f892 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3147ecc81908cfca84c05a367d9 |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eacbc2348190bac1cc7f41a389b9 |
completed | April 5, 2026, 4:53 a.m. |
| PD | Predicate disambiguation | batch_69cd03e01ea881909a7d93fc3994ace5 |
completed | April 1, 2026, 11:39 a.m. |
| PDg | Predicate description generation | batch_69cd06abc9248190a506b64e9c516d03 |
completed | April 1, 2026, 11:51 a.m. |
Created at: March 30, 2026, 8:31 p.m.