Triple
T2351411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Widow |
E47455
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Thaddeus Ross
Thaddeus Ross is a high-ranking U.S. military officer and government official in Marvel Comics and the Marvel Cinematic Universe, known for his relentless pursuit of the Hulk and later involvement in overseeing superhuman activities.
|
E257924
|
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: Thaddeus Ross | Statement: [Black Widow, featuresCharacter, Thaddeus Ross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thaddeus Ross Context triple: [Black Widow, featuresCharacter, Thaddeus Ross]
-
A.
James Rhodes
James Rhodes is a high-ranking military officer and close ally of Tony Stark who fights in advanced powered armor under the codename War Machine in the Marvel Cinematic Universe.
-
B.
Nick Fury
Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
-
C.
Harry Hawk
Harry Hawk is the main bird-themed mascot of Japan’s Fukuoka SoftBank Hawks professional baseball team, known for entertaining fans at games and events.
-
D.
James Harper
James Harper was a 19th-century American publisher and one of the founding figures behind the influential New York publishing house that became Harper & Brothers.
-
E.
Chris DeWolfe
Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
- 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: Thaddeus Ross Triple: [Black Widow, featuresCharacter, Thaddeus Ross]
Generated description
Thaddeus Ross is a high-ranking U.S. military officer and government official in Marvel Comics and the Marvel Cinematic Universe, known for his relentless pursuit of the Hulk and later involvement in overseeing superhuman activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thaddeus Ross Target entity description: Thaddeus Ross is a high-ranking U.S. military officer and government official in Marvel Comics and the Marvel Cinematic Universe, known for his relentless pursuit of the Hulk and later involvement in overseeing superhuman activities.
-
A.
James Rhodes
James Rhodes is a high-ranking military officer and close ally of Tony Stark who fights in advanced powered armor under the codename War Machine in the Marvel Cinematic Universe.
-
B.
Nick Fury
Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
-
C.
Harry Hawk
Harry Hawk is the main bird-themed mascot of Japan’s Fukuoka SoftBank Hawks professional baseball team, known for entertaining fans at games and events.
-
D.
James Harper
James Harper was a 19th-century American publisher and one of the founding figures behind the influential New York publishing house that became Harper & Brothers.
-
E.
Chris DeWolfe
Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6f75d888190a2e41edaa532e83f |
completed | March 7, 2026, 6:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae962f769881909a7713880eaa9b84 |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae96b399608190bfa846c433612142 |
completed | March 9, 2026, 9:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae977e539c81909cef638cc61e5ec1 |
completed | March 9, 2026, 9:48 a.m. |
Created at: March 4, 2026, 7:54 p.m.