Triple
T12265957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mighty Avengers |
E292345
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Amadeus Cho
Amadeus Cho is a Marvel Comics super-genius and superhero who has taken on roles such as the Hulk and a key member of various Avengers teams.
|
E974662
|
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: Amadeus Cho | Statement: [Mighty Avengers, hasMember, Amadeus Cho]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amadeus Cho Context triple: [Mighty Avengers, hasMember, Amadeus Cho]
-
A.
Adam Holender
Adam Holender is a Polish-born American cinematographer best known for shooting the influential 1969 film "Midnight Cowboy."
-
B.
Rick Pym
Rick Pym is a charismatic, morally ambiguous con man and the deeply influential father of protagonist Magnus Pym in John le Carré’s novel "A Perfect Spy."
-
C.
Danny Ketch
Danny Ketch is a Marvel Comics character best known as a modern incarnation of Ghost Rider, a supernatural antihero bonded to the Spirit of Vengeance.
-
D.
Franklin D. Richards
Franklin D. Richards was a 19th-century Latter-day Saint apostle and church leader who played a key role in compiling and promoting important LDS scriptural and historical works.
-
E.
Franklin Richards
Franklin Richards is a powerful Marvel Comics character, the reality-warping son of Reed Richards and Sue Storm of the Fantastic Four.
- 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: Amadeus Cho Triple: [Mighty Avengers, hasMember, Amadeus Cho]
Generated description
Amadeus Cho is a Marvel Comics super-genius and superhero who has taken on roles such as the Hulk and a key member of various Avengers teams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amadeus Cho Target entity description: Amadeus Cho is a Marvel Comics super-genius and superhero who has taken on roles such as the Hulk and a key member of various Avengers teams.
-
A.
Adam Holender
Adam Holender is a Polish-born American cinematographer best known for shooting the influential 1969 film "Midnight Cowboy."
-
B.
Rick Pym
Rick Pym is a charismatic, morally ambiguous con man and the deeply influential father of protagonist Magnus Pym in John le Carré’s novel "A Perfect Spy."
-
C.
Danny Ketch
Danny Ketch is a Marvel Comics character best known as a modern incarnation of Ghost Rider, a supernatural antihero bonded to the Spirit of Vengeance.
-
D.
Franklin D. Richards
Franklin D. Richards was a 19th-century Latter-day Saint apostle and church leader who played a key role in compiling and promoting important LDS scriptural and historical works.
-
E.
Franklin Richards
Franklin Richards is a powerful Marvel Comics character, the reality-warping son of Reed Richards and Sue Storm of the Fantastic Four.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cdc42988190b4e2a6591a6f919d |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e65bc00819091e4fee3c3af6f4f |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f9386548190a749445a404db3a2 |
completed | May 2, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6207f164c8190b663a50ee3c761d6 |
completed | May 2, 2026, 4:04 p.m. |
Created at: April 8, 2026, 9:52 p.m.