Triple
T9102652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charmed |
E218395
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Brad Kern
Brad Kern is an American television writer and producer best known as the longtime showrunner of the fantasy series "Charmed."
|
E778257
|
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: Brad Kern | Statement: [Charmed, developer, Brad Kern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brad Kern Context triple: [Charmed, developer, Brad Kern]
-
A.
Jon Kern
Jon Kern is a software engineer and consultant best known as one of the original co-authors of the Agile Manifesto, helping to shape modern agile software development practices.
-
B.
Brian Bockrath
Brian Bockrath is a television producer best known for his executive production work on the post-apocalyptic horror drama series The Walking Dead: Dead City.
-
C.
Mitch Kessler
Mitch Kessler is a central fictional news anchor in the drama series "The Morning Show," whose fall from grace amid a sexual misconduct scandal drives much of the show's exploration of power and accountability in media.
-
D.
Chris Weinke
Chris Weinke is a former American football quarterback best known for leading Florida State University to a national championship and winning the Heisman Trophy before playing in the NFL.
-
E.
Brent Kutzle
Brent Kutzle is an American musician, songwriter, and producer best known as the bassist and cellist for the band OneRepublic and for his work on various pop and rock records.
- 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: Brad Kern Triple: [Charmed, developer, Brad Kern]
Generated description
Brad Kern is an American television writer and producer best known as the longtime showrunner of the fantasy series "Charmed."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brad Kern Target entity description: Brad Kern is an American television writer and producer best known as the longtime showrunner of the fantasy series "Charmed."
-
A.
Jon Kern
Jon Kern is a software engineer and consultant best known as one of the original co-authors of the Agile Manifesto, helping to shape modern agile software development practices.
-
B.
Brian Bockrath
Brian Bockrath is a television producer best known for his executive production work on the post-apocalyptic horror drama series The Walking Dead: Dead City.
-
C.
Mitch Kessler
Mitch Kessler is a central fictional news anchor in the drama series "The Morning Show," whose fall from grace amid a sexual misconduct scandal drives much of the show's exploration of power and accountability in media.
-
D.
Chris Weinke
Chris Weinke is a former American football quarterback best known for leading Florida State University to a national championship and winning the Heisman Trophy before playing in the NFL.
-
E.
Brent Kutzle
Brent Kutzle is an American musician, songwriter, and producer best known as the bassist and cellist for the band OneRepublic and for his work on various pop and rock records.
- 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_69ca83db7448819090d0a5de842ef2ac |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc9715d5188190bce68d095e10c2eb |
completed | April 1, 2026, 3:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0183677cc8190b3140278f4c6de9c |
completed | April 3, 2026, 7:42 p.m. |
| NEDg | Description generation | batch_69d019666cb08190b66298ff86a7e1af |
completed | April 3, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d01a700ce48190868d445bde2462dc |
completed | April 3, 2026, 7:52 p.m. |
Created at: March 30, 2026, 7:15 p.m.