Triple
T1518096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marvel Studios |
E32165
|
entity |
| Predicate | hasFranchise |
P13614
|
FINISHED |
| Object |
Guardians of the Galaxy (film series)
Guardians of the Galaxy is a Marvel Cinematic Universe film series that follows a ragtag team of intergalactic misfits on humorous, music-filled space adventures.
|
E173767
|
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: Guardians of the Galaxy (film series) | Statement: [Marvel Studios, hasFranchise, Guardians of the Galaxy (film series)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guardians of the Galaxy (film series) Context triple: [Marvel Studios, hasFranchise, Guardians of the Galaxy (film series)]
-
A.
Guardians of the Galaxy (2014 film)
Guardians of the Galaxy (2014 film) is a Marvel Cinematic Universe space-adventure comedy that follows a ragtag team of misfits who band together to save the galaxy.
-
B.
Captain Marvel
Captain Marvel is a 2019 Marvel Studios superhero film set in the Marvel Cinematic Universe that follows Carol Danvers, a former U.S. Air Force pilot who becomes one of the universe’s most powerful heroes.
-
C.
Avengers: Infinity War
Avengers: Infinity War is a 2018 Marvel Studios superhero film in which the Avengers and their allies battle the powerful warlord Thanos to stop him from collecting the Infinity Stones and wiping out half of all life in the universe.
-
D.
Guardians
Guardians are the uniformed service members of the United States Space Force, responsible for conducting and supporting military operations in space.
-
E.
Avengers
The Avengers are a team of Marvel Comics superheroes who unite to combat powerful threats that no single hero can withstand alone.
- 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: Guardians of the Galaxy (film series) Triple: [Marvel Studios, hasFranchise, Guardians of the Galaxy (film series)]
Generated description
Guardians of the Galaxy is a Marvel Cinematic Universe film series that follows a ragtag team of intergalactic misfits on humorous, music-filled space adventures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guardians of the Galaxy (film series) Target entity description: Guardians of the Galaxy is a Marvel Cinematic Universe film series that follows a ragtag team of intergalactic misfits on humorous, music-filled space adventures.
-
A.
Guardians of the Galaxy (2014 film)
Guardians of the Galaxy (2014 film) is a Marvel Cinematic Universe space-adventure comedy that follows a ragtag team of misfits who band together to save the galaxy.
-
B.
Captain Marvel
Captain Marvel is a 2019 Marvel Studios superhero film set in the Marvel Cinematic Universe that follows Carol Danvers, a former U.S. Air Force pilot who becomes one of the universe’s most powerful heroes.
-
C.
Avengers: Infinity War
Avengers: Infinity War is a 2018 Marvel Studios superhero film in which the Avengers and their allies battle the powerful warlord Thanos to stop him from collecting the Infinity Stones and wiping out half of all life in the universe.
-
D.
Guardians
Guardians are the uniformed service members of the United States Space Force, responsible for conducting and supporting military operations in space.
-
E.
Avengers
The Avengers are a team of Marvel Comics superheroes who unite to combat powerful threats that no single hero can withstand alone.
- 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a907ed44ac8190953e428c831e24df |
completed | March 5, 2026, 4:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad294b16e481908a0b3cf7fd774caa |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad29f4edc48190b78a6df091e289ab |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a78b9608190b70f8d0ae531618d |
completed | March 8, 2026, 7:51 a.m. |
Created at: March 4, 2026, 7:26 p.m.