Triple

T30757143

Position	Surface form	Disambiguated ID	Type / Status
Subject	Physical (Dua Lipa song)	`E783117`	entity
Predicate	hasRemixPerformer	`P200559`	FINISHED
Object	Hwa Sa Hwa Sa is a South Korean singer, rapper, and member of the girl group Mamamoo, known for her powerful vocals, distinctive tone, and bold stage presence.	`E1935437`	NE FINISHED

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: Hwa Sa | Statement: [Physical (Dua Lipa song), hasRemixPerformer, Hwa Sa]

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: Hwa Sa
Triple: [Physical (Dua Lipa song), hasRemixPerformer, Hwa Sa]

Generated description

Hwa Sa is a South Korean singer, rapper, and member of the girl group Mamamoo, known for her powerful vocals, distinctive tone, and bold stage presence.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: hasRemixPerformer
Context triple: [Physical (Dua Lipa song), hasRemixPerformer, Hwa Sa]

A. hasRemixArtistType
Indicates that an entity is associated with a specific type or role of artist responsible for creating a remix version of a work.
B. hasRemixArtistDescriptor
Indicates that an entity has an associated descriptor specifying the artist responsible for a remix version of it.
C. hasRemixProducer
Indicates that one entity serves as the producer responsible for creating a remix version of another entity (typically a musical work).
D. hasRemixer chosen
Indicates that one entity has been remixed or reworked by another entity, identifying the remixer of the original.
E. hasRemix
Indicates that one creative work is a remix version derived from or based on another work.
F. None of above.

Provenance (6 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_69f224b047f48190b4f5efeb7ee97b37`	completed	April 29, 2026, 3:33 p.m.
NER	Named-entity recognition	`batch_6a00ae638fcc819096537b2c21366161`	completed	May 10, 2026, 4:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a28c7bbc6408190971b850dd79ca7c6`	completed	June 10, 2026, 2:11 a.m.
NEDg	Description generation	`batch_6a28cd15b8908190b09a385ba653edfc`	completed	June 10, 2026, 2:33 a.m.
NED2	Entity disambiguation (via description)	`batch_6a28cd6db5a48190a732e01a102bca13`	completed	June 10, 2026, 2:35 a.m.
PD	Predicate disambiguation	`batch_6a00ae0551988190bcb3564ed9af2847`	completed	May 10, 2026, 4:10 p.m.

Created at: April 29, 2026, 8:39 p.m.