Triple

T16878794

Position	Surface form	Disambiguated ID	Type / Status
Subject	Muse Sick-n-Hour Mess Age	`E421363`	entity
Predicate	hasPart	`P35`	FINISHED
Object	So Whatcha Gone Do Now? "So Whatcha Gone Do Now?" is a track by Public Enemy featured on their 1994 album Muse Sick-n-Hour Mess Age, known for its politically charged lyrics and hard-hitting production.	`E1238797`	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: So Whatcha Gone Do Now? | Statement: [Muse Sick-n-Hour Mess Age, hasPart, So Whatcha Gone Do Now?]

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

Target entity: So Whatcha Gone Do Now?
Context triple: [Muse Sick-n-Hour Mess Age, hasPart, So Whatcha Gone Do Now?]

A. Whatcha Gonna Do
"Whatcha Gonna Do" is a track from Peter Tosh’s influential reggae album "Legalize It," reflecting his socially conscious and politically charged musical style.
B. Whatcha Gon Do
"Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
C. What They Gonna Do
"What They Gonna Do" is a hip hop track featured on Timbaland's compilation album "Tim's Bio: Life from da Bassment."
D. Now What
"Now What" is the second studio album by American singer-songwriter Lisa Marie Presley, showcasing her rock-influenced sound and personal, introspective lyrics.
E. What Ya Gonna Do
"What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
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: So Whatcha Gone Do Now?
Triple: [Muse Sick-n-Hour Mess Age, hasPart, So Whatcha Gone Do Now?]

Generated description

"So Whatcha Gone Do Now?" is a track by Public Enemy featured on their 1994 album *Muse Sick-n-Hour Mess Age*, known for its politically charged lyrics and hard-hitting production.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: So Whatcha Gone Do Now?
Target entity description: "So Whatcha Gone Do Now?" is a track by Public Enemy featured on their 1994 album *Muse Sick-n-Hour Mess Age*, known for its politically charged lyrics and hard-hitting production.

A. Whatcha Gonna Do
"Whatcha Gonna Do" is a track from Peter Tosh’s influential reggae album "Legalize It," reflecting his socially conscious and politically charged musical style.
B. Whatcha Gon Do
"Whatcha Gon Do" is a track by Snoop Dogg featured on his 1998 studio album "Da Game Is to Be Sold, Not to Be Told."
C. What They Gonna Do
"What They Gonna Do" is a hip hop track featured on Timbaland's compilation album "Tim's Bio: Life from da Bassment."
D. Now What
"Now What" is the second studio album by American singer-songwriter Lisa Marie Presley, showcasing her rock-influenced sound and personal, introspective lyrics.
E. What Ya Gonna Do
"What Ya Gonna Do" is a song by the American rock band Hinder, known for their post-grunge and hard rock style.
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_69d889d470fc8190b4aec199636c0c56`	completed	April 10, 2026, 5:25 a.m.
NER	Named-entity recognition	`batch_69e3b7f9aea0819090aef3c0c1ad349d`	completed	April 18, 2026, 4:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00c2b684108190928afb0a2d1af038`	completed	May 10, 2026, 5:39 p.m.
NEDg	Description generation	`batch_6a00c3719c88819080279147f9bc415e`	completed	May 10, 2026, 5:42 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00c4850dec819085ae8b51c94c11e7`	completed	May 10, 2026, 5:46 p.m.

Created at: April 10, 2026, 5:29 a.m.