Triple
T19550522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nothing,Nowhere. |
E489186
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Trauma Factory
Trauma Factory is a 2021 studio album by American emo-rap and alternative artist Nothing,Nowhere., blending introspective lyrics with genre-crossing production.
|
E1382555
|
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: Trauma Factory | Statement: [Nothing,Nowhere., notableWork, Trauma Factory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trauma Factory Context triple: [Nothing,Nowhere., notableWork, Trauma Factory]
-
A.
Trauma Towers
Trauma Towers was a horror-themed funhouse and haunted attraction at Blackpool Pleasure Beach in England, known for its spooky walkthrough and ride elements before being replaced.
-
B.
Traumatizer
Traumatizer is a former name of the band Infusion, an Australian electronic music group known for their progressive house and breakbeat productions.
-
C.
Speed of Pain
"Speed of Pain" is a melancholic, guitar-driven track by Marilyn Manson that blends dark, introspective lyrics with the industrial rock sound of the album *Mechanical Animals*.
-
D.
Raw Is War
Raw Is War was the title used during the late 1990s for the World Wrestling Federation’s flagship Monday night professional wrestling television program, now known simply as WWE Raw.
-
E.
Sound of Violence
Sound of Violence is a 2021 horror-thriller film that blends slasher and psychological elements, following a traumatized young woman who discovers she experiences synesthetic euphoria from sounds created through acts of violence.
- 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: Trauma Factory Triple: [Nothing,Nowhere., notableWork, Trauma Factory]
Generated description
Trauma Factory is a 2021 studio album by American emo-rap and alternative artist Nothing,Nowhere., blending introspective lyrics with genre-crossing production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trauma Factory Target entity description: Trauma Factory is a 2021 studio album by American emo-rap and alternative artist Nothing,Nowhere., blending introspective lyrics with genre-crossing production.
-
A.
Trauma Towers
Trauma Towers was a horror-themed funhouse and haunted attraction at Blackpool Pleasure Beach in England, known for its spooky walkthrough and ride elements before being replaced.
-
B.
Traumatizer
Traumatizer is a former name of the band Infusion, an Australian electronic music group known for their progressive house and breakbeat productions.
-
C.
Speed of Pain
"Speed of Pain" is a melancholic, guitar-driven track by Marilyn Manson that blends dark, introspective lyrics with the industrial rock sound of the album *Mechanical Animals*.
-
D.
Raw Is War
Raw Is War was the title used during the late 1990s for the World Wrestling Federation’s flagship Monday night professional wrestling television program, now known simply as WWE Raw.
-
E.
Sound of Violence
Sound of Violence is a 2021 horror-thriller film that blends slasher and psychological elements, following a traumatized young woman who discovers she experiences synesthetic euphoria from sounds created through acts of violence.
- 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63d2feed48190ad49f64980dc885f |
completed | April 20, 2026, 2:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a074e8c84b88190be1790514c9c5481 |
completed | May 15, 2026, 4:49 p.m. |
| NEDg | Description generation | batch_6a074f5df2c0819096c05a61b03d5145 |
completed | May 15, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07550147048190937b71f7f4d116cd |
completed | May 15, 2026, 5:16 p.m. |
Created at: April 10, 2026, 1:41 p.m.