Triple
T4521542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Goes Around... Comes Around music video |
E103280
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Samuel Bayer
Samuel Bayer is an American music video and commercial director best known for his visually distinctive work with major artists like Nirvana, Green Day, and Justin Timberlake, as well as for directing the 2010 remake of "A Nightmare on Elm Street."
|
E483963
|
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: Samuel Bayer | Statement: [What Goes Around... Comes Around music video, director, Samuel Bayer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samuel Bayer Context triple: [What Goes Around... Comes Around music video, director, Samuel Bayer]
-
A.
Joseph Weisbecker
Joseph Weisbecker was an American engineer and computer designer best known for pioneering early hobbyist microcomputers and educational computing systems in the 1970s.
-
B.
August Geiger
August Geiger was a prominent early 20th-century American architect known for shaping South Florida’s architectural landscape, particularly in Miami.
-
C.
Arthur Nebe
Arthur Nebe was a high-ranking Nazi SS officer and head of the Criminal Police (Kripo) who later commanded Einsatzgruppe B, participating in mass murders on the Eastern Front before becoming involved in the 20 July plot against Hitler and being executed.
-
D.
Gustav Riebmann
Gustav Riebmann is a fictional character from the American prime-time soap opera "Falcon Crest," known for being a powerful and manipulative antagonist.
-
E.
Charles Hammann
Charles Hammann was a U.S. Navy aviator and Medal of Honor recipient from World War I, recognized for his heroism in rescuing a fellow pilot under enemy fire.
- 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: Samuel Bayer Triple: [What Goes Around... Comes Around music video, director, Samuel Bayer]
Generated description
Samuel Bayer is an American music video and commercial director best known for his visually distinctive work with major artists like Nirvana, Green Day, and Justin Timberlake, as well as for directing the 2010 remake of "A Nightmare on Elm Street."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samuel Bayer Target entity description: Samuel Bayer is an American music video and commercial director best known for his visually distinctive work with major artists like Nirvana, Green Day, and Justin Timberlake, as well as for directing the 2010 remake of "A Nightmare on Elm Street."
-
A.
Joseph Weisbecker
Joseph Weisbecker was an American engineer and computer designer best known for pioneering early hobbyist microcomputers and educational computing systems in the 1970s.
-
B.
August Geiger
August Geiger was a prominent early 20th-century American architect known for shaping South Florida’s architectural landscape, particularly in Miami.
-
C.
Arthur Nebe
Arthur Nebe was a high-ranking Nazi SS officer and head of the Criminal Police (Kripo) who later commanded Einsatzgruppe B, participating in mass murders on the Eastern Front before becoming involved in the 20 July plot against Hitler and being executed.
-
D.
Gustav Riebmann
Gustav Riebmann is a fictional character from the American prime-time soap opera "Falcon Crest," known for being a powerful and manipulative antagonist.
-
E.
Charles Hammann
Charles Hammann was a U.S. Navy aviator and Medal of Honor recipient from World War I, recognized for his heroism in rescuing a fellow pilot under enemy fire.
- 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_69bd43dba59881908cf59b31df8c7ae1 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd574bd6908190b939d92b5809b101 |
completed | March 20, 2026, 2:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be89c2485881908797f4a3560a0b04 |
completed | March 21, 2026, 12:06 p.m. |
| NEDg | Description generation | batch_69be8aaa3eac8190876fc8c892cb7c3f |
completed | March 21, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b164c8c8190b03e7e4892b6aa9e |
completed | March 21, 2026, 12:12 p.m. |
Created at: March 20, 2026, 1:02 p.m.