Triple
T6283702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Tom Club |
E140844
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Benji Armbrister
Benji Armbrister is a musician known for being a member of the new wave band Tom Tom Club.
|
E598766
|
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: Benji Armbrister | Statement: [Tom Tom Club, hasMember, Benji Armbrister]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benji Armbrister Context triple: [Tom Tom Club, hasMember, Benji Armbrister]
-
A.
Michael Bivins
Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
-
B.
Benji Dunn
Benji Dunn is a tech-savvy field agent and close ally of Ethan Hunt in the Mission: Impossible film series, known for his blend of comic relief and resourcefulness.
-
C.
Kevin Cahoon
Kevin Cahoon is an American actor and singer known for his work in Broadway musicals, television, and film.
-
D.
Josh Heird
Josh Heird is a collegiate athletics administrator who serves as the athletic director overseeing the University of Louisville’s sports programs.
-
E.
Dustin Thomason
Dustin Thomason is an American writer and television producer best known for co-creating the psychological horror series "Castle Rock" and co-authoring the novel "The Rule of Four."
- 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: Benji Armbrister Triple: [Tom Tom Club, hasMember, Benji Armbrister]
Generated description
Benji Armbrister is a musician known for being a member of the new wave band Tom Tom Club.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benji Armbrister Target entity description: Benji Armbrister is a musician known for being a member of the new wave band Tom Tom Club.
-
A.
Michael Bivins
Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
-
B.
Benji Dunn
Benji Dunn is a tech-savvy field agent and close ally of Ethan Hunt in the Mission: Impossible film series, known for his blend of comic relief and resourcefulness.
-
C.
Kevin Cahoon
Kevin Cahoon is an American actor and singer known for his work in Broadway musicals, television, and film.
-
D.
Josh Heird
Josh Heird is a collegiate athletics administrator who serves as the athletic director overseeing the University of Louisville’s sports programs.
-
E.
Dustin Thomason
Dustin Thomason is an American writer and television producer best known for co-creating the psychological horror series "Castle Rock" and co-authoring the novel "The Rule of Four."
- 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_69c008cd17c8819082b82d3fbeb68047 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063fb6b1c8190b19a674c18fc9c53 |
completed | March 22, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6856cef008190bf01118eb6be8c14 |
completed | March 27, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_69c69f1fb228819096b63169ee6a2b4f |
completed | March 27, 2026, 3:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ac08698c8190b8a0a9625492353b |
completed | March 27, 2026, 4:10 p.m. |
Created at: March 22, 2026, 4:26 p.m.