Triple
T16722850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madvillainy |
E406391
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object |
Stacy Epps
Stacy Epps is an American underground hip-hop and soul vocalist known for her ethereal, jazz-influenced contributions to experimental rap projects.
|
E1231223
|
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: Stacy Epps | Statement: [Madvillainy, featuresArtist, Stacy Epps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stacy Epps Context triple: [Madvillainy, featuresArtist, Stacy Epps]
-
A.
Stacey Adams
"Stacey Adams" is a track featured on Snoop Dogg's 2000 hip-hop album "Tha Last Meal."
-
B.
Larissa Weems
Larissa Weems is a character from the Netflix series "Wednesday," serving as the poised and enigmatic principal of Nevermore Academy.
-
C.
Stacy Wakefield
Stacy Wakefield was the wife of longtime Boston Red Sox knuckleball pitcher Tim Wakefield and was known publicly for her involvement in charitable and community activities alongside him.
-
D.
Sarah Brasfield
Sarah Brasfield is known as the stepchild of American politician and former Nevada governor Jack Carter.
-
E.
Stephanie Burrell
Stephanie Burrell is best known as the wife of rapper and entertainer MC Hammer.
- 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: Stacy Epps Triple: [Madvillainy, featuresArtist, Stacy Epps]
Generated description
Stacy Epps is an American underground hip-hop and soul vocalist known for her ethereal, jazz-influenced contributions to experimental rap projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stacy Epps Target entity description: Stacy Epps is an American underground hip-hop and soul vocalist known for her ethereal, jazz-influenced contributions to experimental rap projects.
-
A.
Stacey Adams
"Stacey Adams" is a track featured on Snoop Dogg's 2000 hip-hop album "Tha Last Meal."
-
B.
Larissa Weems
Larissa Weems is a character from the Netflix series "Wednesday," serving as the poised and enigmatic principal of Nevermore Academy.
-
C.
Stacy Wakefield
Stacy Wakefield was the wife of longtime Boston Red Sox knuckleball pitcher Tim Wakefield and was known publicly for her involvement in charitable and community activities alongside him.
-
D.
Sarah Brasfield
Sarah Brasfield is known as the stepchild of American politician and former Nevada governor Jack Carter.
-
E.
Stephanie Burrell
Stephanie Burrell is best known as the wife of rapper and entertainer MC Hammer.
- 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_69d8838f242881908abd8bc138795886 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e387449eb08190b174f8e142ea631b |
completed | April 18, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d43c49081908eca922da8f90793 |
completed | May 10, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_6a00a19d8dc08190be5d750f71b083dc |
completed | May 10, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00a269cacc81909d084c5d3497a4e6 |
completed | May 10, 2026, 3:21 p.m. |
Created at: April 10, 2026, 5:20 a.m.