Triple
T3432436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metro Boomin |
E72368
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Heroes & Villains
Heroes & Villains is a 2022 studio album by American producer Metro Boomin that blends trap and cinematic production, featuring a wide range of prominent hip-hop artists.
|
E357289
|
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: Heroes & Villains | Statement: [Metro Boomin, notableWork, Heroes & Villains]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heroes & Villains Context triple: [Metro Boomin, notableWork, Heroes & Villains]
-
A.
Heroes & Icons
Heroes & Icons is an American digital broadcast television network known for airing classic and contemporary action, drama, and science fiction series, often featuring iconic TV heroes.
-
B.
Heroes
Heroes is an American science fiction television series that follows ordinary people who discover they have extraordinary superhuman abilities and become entangled in a larger, interconnected destiny.
-
C.
Heroes
Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
-
D.
DC Super Heroes and Super-Villains
DC Super Heroes and Super-Villains is a themed area at Warner Bros. Movie World featuring attractions, rides, and experiences based on iconic DC Comics characters and stories.
-
E.
Every Hero Needs a Villain
Every Hero Needs a Villain is a collaborative hip-hop album by Inspectah Deck, 7L & Esoteric under the group name Czarface, known for its comic book-inspired themes and boom-bap production.
- 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: Heroes & Villains Triple: [Metro Boomin, notableWork, Heroes & Villains]
Generated description
Heroes & Villains is a 2022 studio album by American producer Metro Boomin that blends trap and cinematic production, featuring a wide range of prominent hip-hop artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heroes & Villains Target entity description: Heroes & Villains is a 2022 studio album by American producer Metro Boomin that blends trap and cinematic production, featuring a wide range of prominent hip-hop artists.
-
A.
Heroes & Icons
Heroes & Icons is an American digital broadcast television network known for airing classic and contemporary action, drama, and science fiction series, often featuring iconic TV heroes.
-
B.
Heroes
Heroes is an American science fiction television series that follows ordinary people who discover they have extraordinary superhuman abilities and become entangled in a larger, interconnected destiny.
-
C.
Heroes
Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
-
D.
DC Super Heroes and Super-Villains
DC Super Heroes and Super-Villains is a themed area at Warner Bros. Movie World featuring attractions, rides, and experiences based on iconic DC Comics characters and stories.
-
E.
Every Hero Needs a Villain
Every Hero Needs a Villain is a collaborative hip-hop album by Inspectah Deck, 7L & Esoteric under the group name Czarface, known for its comic book-inspired themes and boom-bap production.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9c077d48190bee40795cab3e422 |
completed | March 8, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3547d3f4c8190bc6811398bd8f080 |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b3566a6f3c8190a717deb08209c880 |
completed | March 13, 2026, 12:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b356f8f7648190b10e62990634af79 |
completed | March 13, 2026, 12:14 a.m. |
Created at: March 8, 2026, 3:15 p.m.