Triple
T5144908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Heartbreakers |
E116047
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Billy Rath
Billy Rath was an American bassist best known for his work with Johnny Thunders and the Heartbreakers in the 1970s punk rock scene.
|
E497660
|
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: Billy Rath | Statement: [The Heartbreakers, hasMember, Billy Rath]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Rath Context triple: [The Heartbreakers, hasMember, Billy Rath]
-
A.
Brian David Willis
Brian David Willis is a musician best known as a member of the American rock band Quarterflash.
-
B.
Jason Ralph
Jason Ralph is an American actor best known for his role as Quentin Coldwater on the television series "The Magicians."
-
C.
James Madio
James Madio is an American actor best known for his roles in films like "The Basketball Diaries" and the miniseries "Band of Brothers."
-
D.
Ryan Walter
Ryan Walter is a former Canadian NHL center and Stanley Cup champion who later became a coach and broadcaster.
-
E.
Jay Buchanan
Jay Buchanan is an American rock singer best known as the lead vocalist of the band Rival Sons.
- 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: Billy Rath Triple: [The Heartbreakers, hasMember, Billy Rath]
Generated description
Billy Rath was an American bassist best known for his work with Johnny Thunders and the Heartbreakers in the 1970s punk rock scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billy Rath Target entity description: Billy Rath was an American bassist best known for his work with Johnny Thunders and the Heartbreakers in the 1970s punk rock scene.
-
A.
Brian David Willis
Brian David Willis is a musician best known as a member of the American rock band Quarterflash.
-
B.
Jason Ralph
Jason Ralph is an American actor best known for his role as Quentin Coldwater on the television series "The Magicians."
-
C.
James Madio
James Madio is an American actor best known for his roles in films like "The Basketball Diaries" and the miniseries "Band of Brothers."
-
D.
Ryan Walter
Ryan Walter is a former Canadian NHL center and Stanley Cup champion who later became a coach and broadcaster.
-
E.
Jay Buchanan
Jay Buchanan is an American rock singer best known as the lead vocalist of the band Rival Sons.
- 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_69bd4446c0e08190a7c29dc74976bf03 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78aaeb1881909e1b416ea37a7b6d |
completed | March 20, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69becff590ec81908ed03474f21a95f5 |
completed | March 21, 2026, 5:05 p.m. |
| NEDg | Description generation | batch_69bed254037c8190b1487b12425f8abe |
completed | March 21, 2026, 5:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed2be57108190bc3e758c34ffc34f |
completed | March 21, 2026, 5:17 p.m. |
Created at: March 20, 2026, 1:43 p.m.