Triple
T4043674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drop Dead Diva |
E84011
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Josh Berman
Josh Berman is an American television writer and producer known for creating and working on several popular drama and dramedy series.
|
E425648
|
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: Josh Berman | Statement: [Drop Dead Diva, creator, Josh Berman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Josh Berman Context triple: [Drop Dead Diva, creator, Josh Berman]
-
A.
Josh Berman
Josh Berman is an American entrepreneur best known as a co-founder of the pioneering social networking site MySpace.
-
B.
Jason Blumenthal
Jason Blumenthal is an American film producer known for his work on a variety of Hollywood feature films, including the comedy-drama "Troop Zero."
-
C.
Jeff Rosen
Jeff Rosen is an American music executive and longtime Bob Dylan associate who has overseen and produced numerous Dylan-related projects, including major documentaries and archival releases.
-
D.
Ezra Lieberman
Ezra Lieberman is a determined Nazi hunter in "The Boys from Brazil" who investigates a sinister plot involving Josef Mengele and a series of mysterious deaths.
-
E.
Jared Bernstein
Jared Bernstein is an American economist and policy advisor who has served in prominent roles shaping U.S. economic policy, including as a key advisor in the Obama and Biden administrations.
- 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: Josh Berman Triple: [Drop Dead Diva, creator, Josh Berman]
Generated description
Josh Berman is an American television writer and producer known for creating and working on several popular drama and dramedy series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Josh Berman Target entity description: Josh Berman is an American television writer and producer known for creating and working on several popular drama and dramedy series.
-
A.
Josh Berman
Josh Berman is an American entrepreneur best known as a co-founder of the pioneering social networking site MySpace.
-
B.
Jason Blumenthal
Jason Blumenthal is an American film producer known for his work on a variety of Hollywood feature films, including the comedy-drama "Troop Zero."
-
C.
Jeff Rosen
Jeff Rosen is an American music executive and longtime Bob Dylan associate who has overseen and produced numerous Dylan-related projects, including major documentaries and archival releases.
-
D.
Ezra Lieberman
Ezra Lieberman is a determined Nazi hunter in "The Boys from Brazil" who investigates a sinister plot involving Josef Mengele and a series of mysterious deaths.
-
E.
Jared Bernstein
Jared Bernstein is an American economist and policy advisor who has served in prominent roles shaping U.S. economic policy, including as a key advisor in the Obama and Biden administrations.
- 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_69aed930bd5c819083e7dcc14fc44f69 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb5d759c8190b61fbbe94ffe2bf7 |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b757a4c48190bf72c6852b00777f |
completed | March 14, 2026, 7:30 p.m. |
| NEDg | Description generation | batch_69b5b85f31d481908f85ea08b9af5b52 |
completed | March 14, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8d0fc1c8190908724ea4f7c3d17 |
completed | March 14, 2026, 7:36 p.m. |
Created at: March 9, 2026, 3:37 p.m.