Triple
T7104362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robb |
E165538
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Robb Flynn
Robb Flynn is an American musician best known as the co-founder, lead vocalist, and guitarist of the heavy metal band Machine Head.
|
E642439
|
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: Robb Flynn | Statement: [Robb, hasNotableBearer, Robb Flynn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robb Flynn Context triple: [Robb, hasNotableBearer, Robb Flynn]
-
A.
Jacoby Shaddix
Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
-
B.
Sebastian Bach
Sebastian Bach is a Canadian heavy metal singer best known as the former frontman of the band Skid Row.
-
C.
Josh Wolff
Josh Wolff is an American former professional soccer player and current coach known for leading Major League Soccer expansion club Austin FC.
-
D.
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.
-
E.
Scott Asheton
Scott Asheton was an American rock drummer best known as a founding member of the influential proto-punk band The Stooges.
- 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: Robb Flynn Triple: [Robb, hasNotableBearer, Robb Flynn]
Generated description
Robb Flynn is an American musician best known as the co-founder, lead vocalist, and guitarist of the heavy metal band Machine Head.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robb Flynn Target entity description: Robb Flynn is an American musician best known as the co-founder, lead vocalist, and guitarist of the heavy metal band Machine Head.
-
A.
Jacoby Shaddix
Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
-
B.
Sebastian Bach
Sebastian Bach is a Canadian heavy metal singer best known as the former frontman of the band Skid Row.
-
C.
Josh Wolff
Josh Wolff is an American former professional soccer player and current coach known for leading Major League Soccer expansion club Austin FC.
-
D.
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.
-
E.
Scott Asheton
Scott Asheton was an American rock drummer best known as a founding member of the influential proto-punk band The Stooges.
- 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_69c6887fcddc8190a5d58908f6dee590 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e58b3f708190bebca7d4c4db40f2 |
completed | March 27, 2026, 8:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cad60788190bb2b17d1c3f8e1cc |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d72dd70819084a4bf7e72865ed9 |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79e12a40c8190b21128e17c3e212e |
completed | March 28, 2026, 9:23 a.m. |
Created at: March 27, 2026, 2:42 p.m.