Triple
T10945196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kevin Swanson |
E258576
|
entity |
| Predicate | portrayedBy |
P1507
|
FINISHED |
| Object |
Justin Berfield
Justin Berfield is an American actor and producer best known for playing Reese, the troublemaking older brother, on the television sitcom "Malcolm in the Middle."
|
E895594
|
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: Justin Berfield | Statement: [Kevin Swanson, portrayedBy, Justin Berfield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Berfield Context triple: [Kevin Swanson, portrayedBy, Justin Berfield]
-
A.
Michael Bivins
Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
-
B.
J. J. Bennen
J. J. Bennen was a pioneering 19th-century Swiss mountain guide and alpinist known for making some of the earliest ascents in the Alps.
-
C.
Zach Nunn
Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
-
D.
Darren Dreifort
Darren Dreifort is a former Major League Baseball pitcher best known for his career with the Los Angeles Dodgers after starring as a two-way player at the University of Oklahoma.
-
E.
Justin Henderson
Justin Henderson is a songwriter best known for co-writing the track "Wildest Dreams."
- 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: Justin Berfield Triple: [Kevin Swanson, portrayedBy, Justin Berfield]
Generated description
Justin Berfield is an American actor and producer best known for playing Reese, the troublemaking older brother, on the television sitcom "Malcolm in the Middle."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justin Berfield Target entity description: Justin Berfield is an American actor and producer best known for playing Reese, the troublemaking older brother, on the television sitcom "Malcolm in the Middle."
-
A.
Michael Bivins
Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
-
B.
J. J. Bennen
J. J. Bennen was a pioneering 19th-century Swiss mountain guide and alpinist known for making some of the earliest ascents in the Alps.
-
C.
Zach Nunn
Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
-
D.
Darren Dreifort
Darren Dreifort is a former Major League Baseball pitcher best known for his career with the Los Angeles Dodgers after starring as a two-way player at the University of Oklahoma.
-
E.
Justin Henderson
Justin Henderson is a songwriter best known for co-writing the track "Wildest Dreams."
- 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770e9a89081908979efd1d9e6af66 |
completed | April 9, 2026, 9:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23c3c885081908edcece772b2e759 |
completed | April 17, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69e24542b4f081909c97621f04da8ecc |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e248f7f96481909fa6e6cd07891566 |
completed | April 17, 2026, 2:51 p.m. |
Created at: April 8, 2026, 9:23 p.m.