Triple

T23326739

Position	Surface form	Disambiguated ID	Type / Status
Subject	Johnny Gill (album)	`E591312`	entity
Predicate	containsTrack	`P3284`	FINISHED
Object	Where Do We Go from Here	`—`	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: Where Do We Go from Here | Statement: [Johnny Gill (album), containsTrack, Where Do We Go from Here]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Where Do We Go from Here
Context triple: [Johnny Gill (album), containsTrack, Where Do We Go from Here]

A. Where Do We Go from Here?
"Where Do We Go from Here?" is a 1945 fantasy musical comedy film starring Fred MacMurray, known for its time-traveling storyline and whimsical take on American history.
B. Where Do We Go from Here?
"Where Do We Go from Here?" is a song featured on the 1971 album *Cahoots* by The Band.
C. Where Do We Go from Here?
"Where Do We Go from Here?" is a duet-style ensemble song from the musical episode "Once More, with Feeling" of the television series Buffy the Vampire Slayer, reflecting the characters’ uncertainty about their futures.
D. Where Do We Go From Here
"Where Do We Go From Here" is a song by Alicia Keys from her 2007 R&B/soul album "As I Am," reflecting on uncertainty and emotional crossroads in a relationship.
E. Where Do We Go From Here
"Where Do We Go From Here" is a song by the American rock band The Poet, noted for its introspective lyrics and emotive, guitar-driven sound.
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: Where Do We Go from Here
Target entity description: "Where Do We Go from Here" is an R&B song by Johnny Gill featured on his self-titled 1990 album.

A. Where Do We Go from Here?
"Where Do We Go from Here?" is a 1945 fantasy musical comedy film starring Fred MacMurray, known for its time-traveling storyline and whimsical take on American history.
B. Where Do We Go from Here?
"Where Do We Go from Here?" is a duet-style ensemble song from the musical episode "Once More, with Feeling" of the television series Buffy the Vampire Slayer, reflecting the characters’ uncertainty about their futures.
C. Where Do We Go from Here?
"Where Do We Go from Here?" is a song featured on the 1971 album *Cahoots* by The Band.
D. Where Do We Go From Here
"Where Do We Go From Here" is a song by Alicia Keys from her 2007 R&B/soul album "As I Am," reflecting on uncertainty and emotional crossroads in a relationship.
E. Where Do We Go From Here
"Where Do We Go From Here" is a song by the American rock band The Poet, noted for its introspective lyrics and emotive, guitar-driven sound.
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_69e25d1effe4819096907f95f610dbff`	completed	April 17, 2026, 4:17 p.m.
NER	Named-entity recognition	`batch_69f197eaa7b88190aad2096c110dadea`	completed	April 29, 2026, 5:32 a.m.

Created at: April 17, 2026, 5:12 p.m.