Triple
T7419142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melissa Arnette Elliott |
E171199
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
WTF (Where They From)
"WTF (Where They From)" is a 2015 hip hop single by Missy Elliott featuring Pharrell Williams, known for its inventive production, rapid-fire wordplay, and visually striking music video.
|
E663039
|
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: WTF (Where They From) | Statement: [Melissa Arnette Elliott, notableSong, WTF (Where They From)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WTF (Where They From) Context triple: [Melissa Arnette Elliott, notableSong, WTF (Where They From)]
-
A.
WTF
WTF is the Australian Securities Exchange (ASX) ticker symbol for Wotif Group, an online travel booking company.
-
B.
Down Wit That
"Down Wit That" is a track from Chance the Rapper and Jeremih’s collaborative Christmas-themed mixtape "Merry Christmas Lil Mama."
-
C.
Fuck tha World
"Fuck tha World" is a track by Lil Wayne from his debut studio album, reflecting his early raw, introspective Southern hip hop style.
-
D.
Mr. Nigga
"Mr. Nigga" is a socially conscious hip-hop track by Mos Def that critiques racial profiling and discrimination experienced by Black people, particularly in travel and everyday life.
-
E.
I’m Threw Witchu
"I’m Threw Witchu" is a hip hop track by Snoop Dogg featuring Pharrell, known for its smooth production and laid-back West Coast vibe.
- 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: WTF (Where They From) Triple: [Melissa Arnette Elliott, notableSong, WTF (Where They From)]
Generated description
"WTF (Where They From)" is a 2015 hip hop single by Missy Elliott featuring Pharrell Williams, known for its inventive production, rapid-fire wordplay, and visually striking music video.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WTF (Where They From) Target entity description: "WTF (Where They From)" is a 2015 hip hop single by Missy Elliott featuring Pharrell Williams, known for its inventive production, rapid-fire wordplay, and visually striking music video.
-
A.
WTF
WTF is the Australian Securities Exchange (ASX) ticker symbol for Wotif Group, an online travel booking company.
-
B.
Down Wit That
"Down Wit That" is a track from Chance the Rapper and Jeremih’s collaborative Christmas-themed mixtape "Merry Christmas Lil Mama."
-
C.
Fuck tha World
"Fuck tha World" is a track by Lil Wayne from his debut studio album, reflecting his early raw, introspective Southern hip hop style.
-
D.
Mr. Nigga
"Mr. Nigga" is a socially conscious hip-hop track by Mos Def that critiques racial profiling and discrimination experienced by Black people, particularly in travel and everyday life.
-
E.
I’m Threw Witchu
"I’m Threw Witchu" is a hip hop track by Snoop Dogg featuring Pharrell, known for its smooth production and laid-back West Coast vibe.
- 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_69c68a625d048190af70eb8b63bec5a0 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2e93ffc8190beb5a1d3eb6c5d23 |
completed | March 27, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81ef30ee88190a484f4b735913676 |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c81f8590348190ac632731b9bb9a52 |
completed | March 28, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82036e43481908a4be75ab4e1409c |
completed | March 28, 2026, 6:38 p.m. |
Created at: March 27, 2026, 3:11 p.m.