Triple
T14409446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Without Warning |
E357285
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Ghostface Killers
"Ghostface Killers" is a hard-hitting trap song by 21 Savage, Offset, and Metro Boomin featuring Travis Scott, known for its dark production and menacing verses.
|
E1097064
|
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: Ghostface Killers | Statement: [Without Warning, hasTrack, Ghostface Killers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghostface Killers Context triple: [Without Warning, hasTrack, Ghostface Killers]
-
A.
Slaughter Gang
Slaughter Gang is the independent record label and rap collective founded by Atlanta-based rapper 21 Savage, known for its gritty trap sound and street-oriented themes.
-
B.
The Boogiemen
The Boogiemen are a hip hop production team known for their work on Ice Cube’s influential 1991 album "Death Certificate."
-
C.
The Terrorizers
The Terrorizers is a spy novel by Donald Hamilton featuring his hard-edged government assassin Matt Helm in a Cold War-era mission.
-
D.
Razor Face
Razor Face is a song by Elton John from his 1971 album "Madman Across the Water," known for its piano-driven rock sound and storytelling lyrics.
-
E.
Faceless Killers
Faceless Killers is a crime novel by Swedish author Henning Mankell that introduces Inspector Kurt Wallander in a bleak, socially conscious murder investigation.
- 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: Ghostface Killers Triple: [Without Warning, hasTrack, Ghostface Killers]
Generated description
"Ghostface Killers" is a hard-hitting trap song by 21 Savage, Offset, and Metro Boomin featuring Travis Scott, known for its dark production and menacing verses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghostface Killers Target entity description: "Ghostface Killers" is a hard-hitting trap song by 21 Savage, Offset, and Metro Boomin featuring Travis Scott, known for its dark production and menacing verses.
-
A.
Slaughter Gang
Slaughter Gang is the independent record label and rap collective founded by Atlanta-based rapper 21 Savage, known for its gritty trap sound and street-oriented themes.
-
B.
The Boogiemen
The Boogiemen are a hip hop production team known for their work on Ice Cube’s influential 1991 album "Death Certificate."
-
C.
The Terrorizers
The Terrorizers is a spy novel by Donald Hamilton featuring his hard-edged government assassin Matt Helm in a Cold War-era mission.
-
D.
Razor Face
Razor Face is a song by Elton John from his 1971 album "Madman Across the Water," known for its piano-driven rock sound and storytelling lyrics.
-
E.
Faceless Killers
Faceless Killers is a crime novel by Swedish author Henning Mankell that introduces Inspector Kurt Wallander in a bleak, socially conscious murder investigation.
- 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_69d82793421c8190861eb0e673b085de |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de90c7a068819081b4b516983a1412 |
completed | April 14, 2026, 7:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5524e26c81909424b5ba88b5f330 |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd56844d7c8190906b6550fb1c28d5 |
completed | May 8, 2026, 3:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5731c9188190bda2958bef87dfe2 |
completed | May 8, 2026, 3:23 a.m. |
Created at: April 10, 2026, 1:17 a.m.