Triple
T21068299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adam DeVine |
E519033
|
entity |
| Predicate | starredIn |
P1668
|
FINISHED |
| Object |
Pitch Perfect: Bumper in Berlin
Pitch Perfect: Bumper in Berlin is a comedy television series spin-off of the Pitch Perfect film franchise that follows Adam DeVine’s character Bumper as he pursues a music career in Germany.
|
E1470621
|
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: Pitch Perfect: Bumper in Berlin | Statement: [Adam DeVine, starredIn, Pitch Perfect: Bumper in Berlin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pitch Perfect: Bumper in Berlin Context triple: [Adam DeVine, starredIn, Pitch Perfect: Bumper in Berlin]
-
A.
Pitch Perfect 3
Pitch Perfect 3 is the third installment in the musical comedy film series following the a cappella group the Bellas as they reunite for one last performance-filled adventure.
-
B.
Pitch Perfect 2
Pitch Perfect 2 is a 2015 musical comedy film that continues the a cappella adventures of the Barden Bellas as they compete on the world stage.
-
C.
Pitch Perfect: The Quest for Collegiate A Cappella Glory
Pitch Perfect: The Quest for Collegiate A Cappella Glory is a non-fiction book by Mickey Rapkin that chronicles the real-world competitive collegiate a cappella scene and inspired the Pitch Perfect film series.
-
D.
Pitch Perfect (film series)
Pitch Perfect (film series) is a popular musical comedy franchise centered on the a cappella group the Barden Bellas, known for its humor, ensemble cast, and hit soundtrack performances.
-
E.
Sorority Row
Sorority Row is a 2009 American slasher film about a group of sorority sisters stalked by a mysterious killer after a deadly prank goes wrong.
- 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: Pitch Perfect: Bumper in Berlin Triple: [Adam DeVine, starredIn, Pitch Perfect: Bumper in Berlin]
Generated description
Pitch Perfect: Bumper in Berlin is a comedy television series spin-off of the Pitch Perfect film franchise that follows Adam DeVine’s character Bumper as he pursues a music career in Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pitch Perfect: Bumper in Berlin Target entity description: Pitch Perfect: Bumper in Berlin is a comedy television series spin-off of the Pitch Perfect film franchise that follows Adam DeVine’s character Bumper as he pursues a music career in Germany.
-
A.
Pitch Perfect 3
Pitch Perfect 3 is the third installment in the musical comedy film series following the a cappella group the Bellas as they reunite for one last performance-filled adventure.
-
B.
Pitch Perfect 2
Pitch Perfect 2 is a 2015 musical comedy film that continues the a cappella adventures of the Barden Bellas as they compete on the world stage.
-
C.
Pitch Perfect: The Quest for Collegiate A Cappella Glory
Pitch Perfect: The Quest for Collegiate A Cappella Glory is a non-fiction book by Mickey Rapkin that chronicles the real-world competitive collegiate a cappella scene and inspired the Pitch Perfect film series.
-
D.
Pitch Perfect (film series)
Pitch Perfect (film series) is a popular musical comedy franchise centered on the a cappella group the Barden Bellas, known for its humor, ensemble cast, and hit soundtrack performances.
-
E.
Sorority Row
Sorority Row is a 2009 American slasher film about a group of sorority sisters stalked by a mysterious killer after a deadly prank goes wrong.
- 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_69e0b505ef108190b25dd4033e2ff7eb |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6feb5772481909e32af3b3a69df76 |
completed | April 21, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09755f6e7c8190862dd2f0629751ff |
completed | May 17, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a0976043e788190b88530d5a27e3486 |
completed | May 17, 2026, 8:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09775da35081909628417a2859655d |
completed | May 17, 2026, 8:07 a.m. |
Created at: April 16, 2026, 2:45 p.m.