Triple
T22855066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hopeless Romantic |
E566456
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Gus Seyffert
Gus Seyffert is an American musician, songwriter, and producer known for his work with artists like Beck, Norah Jones, and The Black Keys.
|
E1559191
|
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: Gus Seyffert | Statement: [Hopeless Romantic, producer, Gus Seyffert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gus Seyffert Context triple: [Hopeless Romantic, producer, Gus Seyffert]
-
A.
Don Dodson
Don Dodson is an individual whose name is associated with or referenced by the term "Dodson."
-
B.
Marc Feeley
Marc Feeley is a computer scientist and software developer best known for creating the Gambit Scheme system, a high-performance implementation of the Scheme programming language.
-
C.
Kenny Dillingham
Kenny Dillingham is an American college football coach known for his offensive expertise and for serving as the head coach of the Arizona State Sun Devils.
-
D.
Grant Geissman
Grant Geissman is an American jazz and studio guitarist and composer known for his solo work and contributions to television and film scores.
-
E.
Gary Beban
Gary Beban is a former American college football quarterback best known for winning the 1967 Heisman Trophy while starring at UCLA.
- 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: Gus Seyffert Triple: [Hopeless Romantic, producer, Gus Seyffert]
Generated description
Gus Seyffert is an American musician, songwriter, and producer known for his work with artists like Beck, Norah Jones, and The Black Keys.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gus Seyffert Target entity description: Gus Seyffert is an American musician, songwriter, and producer known for his work with artists like Beck, Norah Jones, and The Black Keys.
-
A.
Don Dodson
Don Dodson is an individual whose name is associated with or referenced by the term "Dodson."
-
B.
Marc Feeley
Marc Feeley is a computer scientist and software developer best known for creating the Gambit Scheme system, a high-performance implementation of the Scheme programming language.
-
C.
Kenny Dillingham
Kenny Dillingham is an American college football coach known for his offensive expertise and for serving as the head coach of the Arizona State Sun Devils.
-
D.
Grant Geissman
Grant Geissman is an American jazz and studio guitarist and composer known for his solo work and contributions to television and film scores.
-
E.
Gary Beban
Gary Beban is a former American college football quarterback best known for winning the 1967 Heisman Trophy while starring at UCLA.
- 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_69e2458750b481908a8e4cf4609cc6cf |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17ebc6a088190890f2474f18a10eb |
completed | April 29, 2026, 3:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bae87f2548190b7e226cec45ce06a |
completed | May 19, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_6a0bb073073c819086eb73d5dfaf3887 |
completed | May 19, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bb100b2008190bc741883a9efb2df |
completed | May 19, 2026, 12:38 a.m. |
Created at: April 17, 2026, 3:37 p.m.