Triple
T21404964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Things That Make You Go Hmmm... |
E528008
|
entity |
| Predicate | featuresVocalist |
P8086
|
FINISHED |
| Object | Martha Wash |
—
|
NE NERFINISHED |
How this triple was built (2 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: Martha Wash | Statement: [Things That Make You Go Hmmm..., featuresVocalist, Martha Wash]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martha Wash Context triple: [Things That Make You Go Hmmm..., featuresVocalist, Martha Wash]
-
A.
Martha Wash
chosen
Martha Wash is an American singer known for her powerful vocals and as one half of the Weather Girls, as well as for her uncredited contributions to several major dance and pop hits of the late 20th century.
-
B.
Martha Reeves
Martha Reeves is an American R&B and soul singer best known as the lead singer of Martha and the Vandellas, famed for hits like "Dancing in the Street."
-
C.
Nadine Ross
Nadine Ross is a formidable South African mercenary leader and skilled combatant in the Uncharted video game series.
-
D.
Toni Ware
Toni Ware is a troubled, sharp-witted young woman whose traumatic past and outsider status make her one of the most haunting and memorable figures in David Foster Wallace’s unfinished novel "The Pale King."
-
E.
Freda Payne
Freda Payne is an American singer and actress best known for her 1970 hit single "Band of Gold" and her work in jazz, soul, and R&B music.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b520ee3c8190abddbee7e37e834c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b1aea22881909a0cc754e417fbf3 |
completed | April 22, 2026, 11:31 a.m. |
Created at: April 16, 2026, 5:31 p.m.