Triple
T8433205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Star-Lord (Marvel Cinematic Universe) |
E199164
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Ravagers (Marvel Cinematic Universe)
The Ravagers in the Marvel Cinematic Universe are a loose confederation of spacefaring pirate-mercenaries led by figures like Yondu Udonta, known for their rough code of honor and frequent clashes and alliances with the Guardians of the Galaxy.
|
E734016
|
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: Ravagers (Marvel Cinematic Universe) | Statement: [Star-Lord (Marvel Cinematic Universe), memberOf, Ravagers (Marvel Cinematic Universe)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ravagers (Marvel Cinematic Universe) Context triple: [Star-Lord (Marvel Cinematic Universe), memberOf, Ravagers (Marvel Cinematic Universe)]
-
A.
Guardians of the Galaxy (Marvel Comics team)
The Guardians of the Galaxy are a Marvel Comics superhero team of misfit cosmic adventurers who protect the universe from intergalactic threats.
-
B.
A-Force
A-Force is an all-female team of Marvel superheroes that serves as a prominent offshoot of the Avengers in the comics.
-
C.
S.W.O.R.D.
S.W.O.R.D. is a fictional intelligence and defense agency in the Marvel Cinematic Universe that specializes in monitoring and responding to extraterrestrial and superhuman threats.
-
D.
Howling Commandos
The Howling Commandos are an elite World War II combat unit in Marvel Comics, often depicted as Captain America’s close-knit special operations squad fighting against Hydra and other Axis threats.
-
E.
X-Force
X-Force is a Marvel Comics superhero team known for its more militant, covert, and often morally gray approach to mutant protection and justice, frequently led by characters like Cable or Wolverine.
- 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: Ravagers (Marvel Cinematic Universe) Triple: [Star-Lord (Marvel Cinematic Universe), memberOf, Ravagers (Marvel Cinematic Universe)]
Generated description
The Ravagers in the Marvel Cinematic Universe are a loose confederation of spacefaring pirate-mercenaries led by figures like Yondu Udonta, known for their rough code of honor and frequent clashes and alliances with the Guardians of the Galaxy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ravagers (Marvel Cinematic Universe) Target entity description: The Ravagers in the Marvel Cinematic Universe are a loose confederation of spacefaring pirate-mercenaries led by figures like Yondu Udonta, known for their rough code of honor and frequent clashes and alliances with the Guardians of the Galaxy.
-
A.
Guardians of the Galaxy (Marvel Comics team)
The Guardians of the Galaxy are a Marvel Comics superhero team of misfit cosmic adventurers who protect the universe from intergalactic threats.
-
B.
A-Force
A-Force is an all-female team of Marvel superheroes that serves as a prominent offshoot of the Avengers in the comics.
-
C.
S.W.O.R.D.
S.W.O.R.D. is a fictional intelligence and defense agency in the Marvel Cinematic Universe that specializes in monitoring and responding to extraterrestrial and superhuman threats.
-
D.
Howling Commandos
The Howling Commandos are an elite World War II combat unit in Marvel Comics, often depicted as Captain America’s close-knit special operations squad fighting against Hydra and other Axis threats.
-
E.
X-Force
X-Force is a Marvel Comics superhero team known for its more militant, covert, and often morally gray approach to mutant protection and justice, frequently led by characters like Cable or Wolverine.
- 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_69ca8313c99081909a5c6d83b91de5b3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbd1a74d948190abd76e7a6efb42ec |
completed | March 31, 2026, 1:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d673ed48190abf765c203ed2a0f |
completed | April 2, 2026, 7:40 a.m. |
| NEDg | Description generation | batch_69ce1e6e83008190a4c2f796928882c1 |
completed | April 2, 2026, 7:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1f3d46f48190be7b494e808a70f9 |
completed | April 2, 2026, 7:48 a.m. |
Created at: March 30, 2026, 6:07 p.m.