Triple
T5088304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Secret Life of the American Teenager |
E114690
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Ben Boykewich
Ben Boykewich is a central character in the teen drama series "The Secret Life of the American Teenager," known as the kind, wealthy boy deeply involved in the show's main romantic and family storylines.
|
E515629
|
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: Ben Boykewich | Statement: [The Secret Life of the American Teenager, mainCharacter, Ben Boykewich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Boykewich Context triple: [The Secret Life of the American Teenager, mainCharacter, Ben Boykewich]
-
A.
Josh Kramon
Josh Kramon is a television and film composer best known for scoring the cult mystery series "Veronica Mars."
-
B.
Adam Bohling
Adam Bohling is a British film producer known for his work on high-profile action and genre films, including the Kingsman series.
-
C.
Josh Kiszka
Josh Kiszka is the lead vocalist of the American rock band Greta Van Fleet, known for his powerful, high-register singing style often compared to classic rock frontmen.
-
D.
David Burtka
David Burtka is an American actor and professional chef known for his work on stage and screen and for his long-term relationship and marriage to Neil Patrick Harris.
-
E.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
- 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: Ben Boykewich Triple: [The Secret Life of the American Teenager, mainCharacter, Ben Boykewich]
Generated description
Ben Boykewich is a central character in the teen drama series "The Secret Life of the American Teenager," known as the kind, wealthy boy deeply involved in the show's main romantic and family storylines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Boykewich Target entity description: Ben Boykewich is a central character in the teen drama series "The Secret Life of the American Teenager," known as the kind, wealthy boy deeply involved in the show's main romantic and family storylines.
-
A.
Josh Kramon
Josh Kramon is a television and film composer best known for scoring the cult mystery series "Veronica Mars."
-
B.
Adam Bohling
Adam Bohling is a British film producer known for his work on high-profile action and genre films, including the Kingsman series.
-
C.
Josh Kiszka
Josh Kiszka is the lead vocalist of the American rock band Greta Van Fleet, known for his powerful, high-register singing style often compared to classic rock frontmen.
-
D.
David Burtka
David Burtka is an American actor and professional chef known for his work on stage and screen and for his long-term relationship and marriage to Neil Patrick Harris.
-
E.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
- 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_69bd443e941881908eb4e8c685b6f656 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75219a94819094fc54c1df448470 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf28f6f5148190ac40ba3256f8264b |
completed | March 21, 2026, 11:25 p.m. |
| NEDg | Description generation | batch_69bf29d11d2c819095ce493c8866f624 |
completed | March 21, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2aa2a1688190bc41eb5e259d7d1f |
completed | March 21, 2026, 11:32 p.m. |
Created at: March 20, 2026, 1:40 p.m.