Triple
T14587708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rich Gang |
E342358
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Limp Bizkit
Limp Bizkit is an American nu metal band known for blending heavy guitar riffs with hip-hop influences and achieving mainstream success in the late 1990s and early 2000s.
|
E1107675
|
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: Limp Bizkit | Statement: [Rich Gang, hasMember, Limp Bizkit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limp Bizkit Context triple: [Rich Gang, hasMember, Limp Bizkit]
-
A.
Motley Crue
Mötley Crüe is an American heavy metal band formed in Los Angeles in 1981, known for their glam metal sound, wild onstage antics, and hits like "Dr. Feelgood" and "Girls, Girls, Girls."
-
B.
Ugly Kid Joe
Ugly Kid Joe is an American rock band known for its blend of hard rock, heavy metal, and humor-laced lyrics, which brought them mainstream success in the early 1990s.
-
C.
Rancid
Rancid is an American punk rock band known for reviving and popularizing ska-influenced street punk in the 1990s.
-
D.
Pantera
Pantera is a pioneering American heavy metal band known for shaping the groove metal subgenre with their aggressive sound and powerful riffs.
-
E.
Mudvayne
Mudvayne is an American heavy metal band known for its complex song structures, technical musicianship, and distinctive visual style, particularly prominent in the early 2000s nu metal scene.
- 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: Limp Bizkit Triple: [Rich Gang, hasMember, Limp Bizkit]
Generated description
Limp Bizkit is an American nu metal band known for blending heavy guitar riffs with hip-hop influences and achieving mainstream success in the late 1990s and early 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limp Bizkit Target entity description: Limp Bizkit is an American nu metal band known for blending heavy guitar riffs with hip-hop influences and achieving mainstream success in the late 1990s and early 2000s.
-
A.
Motley Crue
Mötley Crüe is an American heavy metal band formed in Los Angeles in 1981, known for their glam metal sound, wild onstage antics, and hits like "Dr. Feelgood" and "Girls, Girls, Girls."
-
B.
Ugly Kid Joe
Ugly Kid Joe is an American rock band known for its blend of hard rock, heavy metal, and humor-laced lyrics, which brought them mainstream success in the early 1990s.
-
C.
Rancid
Rancid is an American punk rock band known for reviving and popularizing ska-influenced street punk in the 1990s.
-
D.
Pantera
Pantera is a pioneering American heavy metal band known for shaping the groove metal subgenre with their aggressive sound and powerful riffs.
-
E.
Mudvayne
Mudvayne is an American heavy metal band known for its complex song structures, technical musicianship, and distinctive visual style, particularly prominent in the early 2000s nu metal scene.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb421bb308190a457425429ef6aa5 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94c1768881909eebb0dae15ac964 |
completed | May 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69fd95e381948190b162cdd61b4dc353 |
completed | May 8, 2026, 7:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd96b9728081909404c21370bde85b |
completed | May 8, 2026, 7:54 a.m. |
Created at: April 10, 2026, 1:24 a.m.