Triple
T22453990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marques Houston |
E555064
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Immature |
—
|
NE NERFINISHED |
How this triple was built (3 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: Immature | Statement: [Marques Houston, memberOf, Immature]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Immature Context triple: [Marques Houston, memberOf, Immature]
-
A.
Immature
"Immature" is a song by Björk from her 1997 album "Homogenic," noted for its introspective lyrics and experimental electronic production.
-
B.
Juvenile
Juvenile is an American rapper from New Orleans best known as a member of the Hot Boys and for his influential late-1990s Southern hip hop hits like "Back That Azz Up."
-
C.
A minor
A minor is a musical key characterized by a somber or melancholic tonality, built on the pitch A as its tonic.
-
D.
Junior
Junior is the protagonist of the novel "Love" by Toni Morrison, around whom the story’s complex relationships and themes of desire, memory, and power revolve.
-
E.
Junior
Junior is the unborn baby in Jesmyn Ward’s novel "Salvage the Bones," symbolizing both vulnerability and hope for the impoverished Southern Black family at the story’s center.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Immature Target entity description: Immature is an American R&B boy band from the 1990s best known for its teen-oriented slow jams and as the musical group that launched singer and actor Marques Houston’s career.
-
A.
Immature
"Immature" is a song by Björk from her 1997 album "Homogenic," noted for its introspective lyrics and experimental electronic production.
-
B.
Juvenile
Juvenile is an American rapper from New Orleans best known as a member of the Hot Boys and for his influential late-1990s Southern hip hop hits like "Back That Azz Up."
-
C.
A minor
A minor is a musical key characterized by a somber or melancholic tonality, built on the pitch A as its tonic.
-
D.
Junior
Junior is a 1994 comedy film in which Arnold Schwarzenegger plays a scientist who becomes pregnant as part of an experimental fertility project.
-
E.
Junior
Junior is the protagonist of the novel "Love" by Toni Morrison, around whom the story’s complex relationships and themes of desire, memory, and power revolve.
- F. None of above. chosen
Provenance (2 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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b4d6368819082cafbbd83339fbf |
completed | April 29, 2026, 1:13 a.m. |
Created at: April 16, 2026, 8:48 p.m.