Triple
T12232569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heroes for Hire |
E291509
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object | Shang-Chi |
E291493
|
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: Shang-Chi | Statement: [Heroes for Hire, notableMember, Shang-Chi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shang-Chi Context triple: [Heroes for Hire, notableMember, Shang-Chi]
-
A.
Shang-Chi
chosen
Shang-Chi is a Marvel Comics martial arts master and superhero often dubbed the “Master of Kung Fu,” known for his exceptional hand-to-hand combat skills and association with teams like the Avengers.
-
B.
Shang-Chi and the Legend of the Ten Rings
Shang-Chi and the Legend of the Ten Rings is a 2021 Marvel Studios superhero film that introduces martial artist Shang-Chi into the Marvel Cinematic Universe, blending high-octane action with themes of family and identity.
-
C.
Iron Fist
Iron Fist is the nickname of the British Army’s 20th Armoured Brigade, a mechanized formation known for its armoured warfare capabilities.
-
D.
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.
-
E.
Eternals
Eternals is a 2021 Marvel Studios superhero film set in the Marvel Cinematic Universe, following a group of immortal beings who secretly protect Earth from ancient cosmic threats.
- 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_69f61e5e32908190a3c1e75ba336ad89 |
completed | May 2, 2026, 3:55 p.m. |
Created at: April 8, 2026, 9:51 p.m.