Triple
T4273219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Papa Roach |
E96986
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Jacoby Shaddix
Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
|
E426452
|
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: Jacoby Shaddix | Statement: [Papa Roach, member, Jacoby Shaddix]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jacoby Shaddix Context triple: [Papa Roach, member, Jacoby Shaddix]
-
A.
Joe Darlington
Joe Darlington is a notable individual who shares the Darlington surname, recognized enough to be specifically cited as a bearer of the name.
-
B.
Mark Morton
Mark Morton was a prominent American industrialist and executive associated with the Morton Salt company and a notable member of the Morton family.
-
C.
Gavin Rossdale
Gavin Rossdale is a British musician best known as the lead singer and guitarist of the rock band Bush.
-
D.
Zack de la Rocha
Zack de la Rocha is an American musician, poet, and political activist best known as the fiery lead vocalist and primary lyricist of the rock band Rage Against the Machine.
-
E.
Frank Bello
Frank Bello is an American bassist best known for his long-standing role in the thrash metal band Anthrax.
- 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: Jacoby Shaddix Triple: [Papa Roach, member, Jacoby Shaddix]
Generated description
Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jacoby Shaddix Target entity description: Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
-
A.
Joe Darlington
Joe Darlington is a notable individual who shares the Darlington surname, recognized enough to be specifically cited as a bearer of the name.
-
B.
Mark Morton
Mark Morton was a prominent American industrialist and executive associated with the Morton Salt company and a notable member of the Morton family.
-
C.
Gavin Rossdale
Gavin Rossdale is a British musician best known as the lead singer and guitarist of the rock band Bush.
-
D.
Zack de la Rocha
Zack de la Rocha is an American musician, poet, and political activist best known as the fiery lead vocalist and primary lyricist of the rock band Rage Against the Machine.
-
E.
Frank Bello
Frank Bello is an American bassist best known for his long-standing role in the thrash metal band Anthrax.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34ffe44508190875d734eb18dfb87 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7ace6c881908e1fbde95a2a3c04 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.