Triple
T14409451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Without Warning |
E357285
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Mad Stalkers
"Mad Stalkers" is a song featured on the hip-hop album "Without Warning," a collaborative project by 21 Savage, Offset, and producer Metro Boomin.
|
E1097067
|
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: Mad Stalkers | Statement: [Without Warning, hasTrack, Mad Stalkers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mad Stalkers Context triple: [Without Warning, hasTrack, Mad Stalkers]
-
A.
Night Stalkers
Night Stalkers is the nickname of the U.S. Army’s elite 160th Special Operations Aviation Regiment, renowned for its highly specialized nighttime helicopter operations in support of special forces.
-
B.
Nightstalkers series
The Nightstalkers series is a Marvel Comics horror-action title that follows Blade teaming up with other supernatural hunters to battle vampires and occult threats.
-
C.
Saint of Killers
Saint of Killers is a supernatural, unstoppable gunslinger and embodiment of death from the "Preacher" comic book series created by Garth Ennis and Steve Dillon.
-
D.
Back Stabbers
"Back Stabbers" is a classic 1972 soul song by The O'Jays, renowned for its smooth Philadelphia soul sound and lyrics about betrayal and deceit.
-
E.
Zabivaka
Zabivaka is the wolf character that served as the official mascot for major international football tournaments hosted by Russia, including the 2018 FIFA World Cup.
- 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: Mad Stalkers Triple: [Without Warning, hasTrack, Mad Stalkers]
Generated description
"Mad Stalkers" is a song featured on the hip-hop album "Without Warning," a collaborative project by 21 Savage, Offset, and producer Metro Boomin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mad Stalkers Target entity description: "Mad Stalkers" is a song featured on the hip-hop album "Without Warning," a collaborative project by 21 Savage, Offset, and producer Metro Boomin.
-
A.
Night Stalkers
Night Stalkers is the nickname of the U.S. Army’s elite 160th Special Operations Aviation Regiment, renowned for its highly specialized nighttime helicopter operations in support of special forces.
-
B.
Nightstalkers series
The Nightstalkers series is a Marvel Comics horror-action title that follows Blade teaming up with other supernatural hunters to battle vampires and occult threats.
-
C.
Saint of Killers
Saint of Killers is a supernatural, unstoppable gunslinger and embodiment of death from the "Preacher" comic book series created by Garth Ennis and Steve Dillon.
-
D.
Back Stabbers
"Back Stabbers" is a classic 1972 soul song by The O'Jays, renowned for its smooth Philadelphia soul sound and lyrics about betrayal and deceit.
-
E.
Zabivaka
Zabivaka is the wolf character that served as the official mascot for major international football tournaments hosted by Russia, including the 2018 FIFA World Cup.
- 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_69de90c9b3448190aec1608836a5e913 |
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.