Triple
T20214929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amblin' |
E493592
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Dennis Hoffman
Dennis Hoffman is a film producer known for his work on projects associated with Steven Spielberg’s production company Amblin.
|
E1447900
|
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 Hoffman | Statement: [Amblin', producer, Dennis Hoffman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dennis Hoffman Context triple: [Amblin', producer, Dennis Hoffman]
-
A.
Ken Hofmann
Ken Hofmann was an American real estate developer and sports team owner best known for co-owning Major League Baseball’s Oakland Athletics.
-
B.
Bill Hofmann
Bill Hofmann is an artist best known for creating the cover artwork for Barry Manilow’s 1975 album "Tryin’ to Get the Feeling."
-
C.
Thomas Hoffman
Thomas Hoffman is a relatively obscure individual whose name is shared with several people across different professions, making it difficult to attribute a single widely recognized identity to him.
-
D.
Dennis Dreith
Dennis Dreith is an American composer, orchestrator, and music industry executive known for his work on film and television scores and for advocating for musicians’ rights.
-
E.
Sam Hoffman
Sam Hoffman was a prominent landowner and developer whose contributions to the area led to the Chicago suburb of Hoffman Estates, Illinois, being named in his honor.
- 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 Hoffman Triple: [Amblin', producer, Dennis Hoffman]
Generated description
Dennis Hoffman is a film producer known for his work on projects associated with Steven Spielberg’s production company Amblin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dennis Hoffman Target entity description: Dennis Hoffman is a film producer known for his work on projects associated with Steven Spielberg’s production company Amblin.
-
A.
Ken Hofmann
Ken Hofmann was an American real estate developer and sports team owner best known for co-owning Major League Baseball’s Oakland Athletics.
-
B.
Bill Hofmann
Bill Hofmann is an artist best known for creating the cover artwork for Barry Manilow’s 1975 album "Tryin’ to Get the Feeling."
-
C.
Thomas Hoffman
Thomas Hoffman is a relatively obscure individual whose name is shared with several people across different professions, making it difficult to attribute a single widely recognized identity to him.
-
D.
Dennis Dreith
Dennis Dreith is an American composer, orchestrator, and music industry executive known for his work on film and television scores and for advocating for musicians’ rights.
-
E.
Sam Hoffman
Sam Hoffman was a prominent landowner and developer whose contributions to the area led to the Chicago suburb of Hoffman Estates, Illinois, being named in his honor.
- 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66ed8101081908e53a8bde48624b1 |
completed | April 20, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e8202e748190a043ac51dc8faa01 |
completed | May 16, 2026, 9:56 p.m. |
| NEDg | Description generation | batch_6a08e88b1e1c8190a02a52e50470ce79 |
completed | May 16, 2026, 9:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e923a134819082e8d677c420f8ce |
completed | May 16, 2026, 10:01 p.m. |
Created at: April 11, 2026, 11:38 p.m.