Triple
T21882829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Legacy |
E540331
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Dennis Michael Bierbrodt
Dennis Michael Bierbrodt is a writer recognized for his contributions to the Legacy card game community.
|
E1543741
|
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: Dennis Michael Bierbrodt | Statement: [Legacy, writer, Dennis Michael Bierbrodt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dennis Michael Bierbrodt Context triple: [Legacy, writer, Dennis Michael Bierbrodt]
-
A.
Jeff Bierman
Jeff Bierman is a cinematographer best known for his work on the crime thriller film "Emily the Criminal."
-
B.
Kevin Biegel
Kevin Biegel is an American television writer and producer best known for co-creating the sitcom Cougar Town and working on shows like Scrubs and Enlisted.
-
C.
Phil Fehrle
Phil Fehrle is a film producer best known for his work on the family fantasy movie "Thomas and the Magic Railroad."
-
D.
Dennis Krausnick
Dennis Krausnick was an American actor, director, and educator best known as a co-founder and longtime artistic leader of the Shakespeare & Company theatre in Lenox, Massachusetts.
-
E.
Steven Hufsteter
Steven Hufsteter is an American guitarist and composer best known for his work in rock bands like The Cruzados and for scoring music for film and television.
- 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: Dennis Michael Bierbrodt Triple: [Legacy, writer, Dennis Michael Bierbrodt]
Generated description
Dennis Michael Bierbrodt is a writer recognized for his contributions to the Legacy card game community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dennis Michael Bierbrodt Target entity description: Dennis Michael Bierbrodt is a writer recognized for his contributions to the Legacy card game community.
-
A.
Jeff Bierman
Jeff Bierman is a cinematographer best known for his work on the crime thriller film "Emily the Criminal."
-
B.
Kevin Biegel
Kevin Biegel is an American television writer and producer best known for co-creating the sitcom Cougar Town and working on shows like Scrubs and Enlisted.
-
C.
Phil Fehrle
Phil Fehrle is a film producer best known for his work on the family fantasy movie "Thomas and the Magic Railroad."
-
D.
Dennis Krausnick
Dennis Krausnick was an American actor, director, and educator best known as a co-founder and longtime artistic leader of the Shakespeare & Company theatre in Lenox, Massachusetts.
-
E.
Steven Hufsteter
Steven Hufsteter is an American guitarist and composer best known for his work in rock bands like The Cruzados and for scoring music for film and television.
- 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_69e0c479a98081908ce333853fdd4348 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f118e890088190aa3023c78a99a536 |
completed | April 28, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b2d4c441481909e4a179d1db0a30e |
completed | May 18, 2026, 3:16 p.m. |
| NEDg | Description generation | batch_6a0b3645f5a881908b322d16c7704e27 |
completed | May 18, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3769c36081909ff732275513bb2b |
completed | May 18, 2026, 3:59 p.m. |
Created at: April 16, 2026, 7:05 p.m.