Triple
T7942398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gem Archer |
E184421
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Heavy Stereo
Heavy Stereo was a British alternative rock band from the 1990s fronted by guitarist and songwriter Gem Archer before he joined Oasis.
|
E697291
|
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: Heavy Stereo | Statement: [Gem Archer, memberOf, Heavy Stereo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heavy Stereo Context triple: [Gem Archer, memberOf, Heavy Stereo]
-
A.
Heavy
"Heavy" is a 2017 pop-rock single by Linkin Park featuring Kiiara that marked a stylistic shift toward a more minimalist, electronic-influenced sound and sparked mixed reactions from fans and critics.
-
B.
Heavy
"Heavy" is a soulful R&B song by American singer SiR, known for its smooth production and introspective lyrics.
-
C.
Heavy D
Heavy D was a Jamaican-born American rapper, record producer, and leader of the influential hip hop group Heavy D & the Boyz, known for his smooth delivery and crossover appeal in the late 1980s and 1990s.
-
D.
Heavy Metal
"Heavy Metal" is a 1981 animated science fantasy anthology film known for its adult-oriented themes, stylized visuals, and influential rock and metal soundtrack.
-
E.
Stereo
"Stereo" is an indie rock song by the American band Pavement, known for its offbeat lyrics and inclusion on their 1997 album "Brighten the Corners."
- 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: Heavy Stereo Triple: [Gem Archer, memberOf, Heavy Stereo]
Generated description
Heavy Stereo was a British alternative rock band from the 1990s fronted by guitarist and songwriter Gem Archer before he joined Oasis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heavy Stereo Target entity description: Heavy Stereo was a British alternative rock band from the 1990s fronted by guitarist and songwriter Gem Archer before he joined Oasis.
-
A.
Heavy
"Heavy" is a 2017 pop-rock single by Linkin Park featuring Kiiara that marked a stylistic shift toward a more minimalist, electronic-influenced sound and sparked mixed reactions from fans and critics.
-
B.
Heavy
"Heavy" is a soulful R&B song by American singer SiR, known for its smooth production and introspective lyrics.
-
C.
Heavy D
Heavy D was a Jamaican-born American rapper, record producer, and leader of the influential hip hop group Heavy D & the Boyz, known for his smooth delivery and crossover appeal in the late 1980s and 1990s.
-
D.
Heavy Metal
"Heavy Metal" is a 1981 animated science fantasy anthology film known for its adult-oriented themes, stylized visuals, and influential rock and metal soundtrack.
-
E.
Stereo
"Stereo" is an indie rock song by the American band Pavement, known for its offbeat lyrics and inclusion on their 1997 album "Brighten the Corners."
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0c16b8819093c5d1719cd65ee3 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c1265008190a97ccedf92f9234e |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb5f23d11c8190a29f28337f1db419 |
completed | March 31, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb76d2dff8819085ad9e10baad1537 |
completed | March 31, 2026, 7:25 a.m. |
Created at: March 30, 2026, 5:09 p.m.