Triple
T8507716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G Herbo |
E201373
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Swervin’ Through Stress mental health initiative
Swervin’ Through Stress is a mental health initiative created by rapper G Herbo to provide resources, support, and awareness around mental wellness, particularly for young people in underserved communities.
|
E739488
|
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: Swervin’ Through Stress mental health initiative | Statement: [G Herbo, founded, Swervin’ Through Stress mental health initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swervin’ Through Stress mental health initiative Context triple: [G Herbo, founded, Swervin’ Through Stress mental health initiative]
-
A.
The Stress of Life
The Stress of Life is a seminal book by endocrinologist Hans Selye that introduced and popularized the scientific concept of stress and its impact on human health.
-
B.
"Stress Relief"
"Stress Relief" is a celebrated two-part episode of the U.S. version of The Office, best known for its chaotic fire drill cold open and over-the-top CPR training scene.
-
C.
MindUP program
The MindUP program is a school-based social and emotional learning curriculum that teaches mindfulness and resilience skills to children, created through the Hawn Foundation.
-
D.
Stressed Out
"Stressed Out" is a laid-back, introspective hip-hop track by A Tribe Called Quest featuring Faith Evans and Consequence, known for its smooth production and themes of anxiety and adult pressures.
-
E.
Stressed Out
"Stressed Out" is a hit alternative hip-hop/pop single by Twenty One Pilots that reflects on nostalgia, anxiety, and the pressures of adulthood.
- 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: Swervin’ Through Stress mental health initiative Triple: [G Herbo, founded, Swervin’ Through Stress mental health initiative]
Generated description
Swervin’ Through Stress is a mental health initiative created by rapper G Herbo to provide resources, support, and awareness around mental wellness, particularly for young people in underserved communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swervin’ Through Stress mental health initiative Target entity description: Swervin’ Through Stress is a mental health initiative created by rapper G Herbo to provide resources, support, and awareness around mental wellness, particularly for young people in underserved communities.
-
A.
The Stress of Life
The Stress of Life is a seminal book by endocrinologist Hans Selye that introduced and popularized the scientific concept of stress and its impact on human health.
-
B.
"Stress Relief"
"Stress Relief" is a celebrated two-part episode of the U.S. version of The Office, best known for its chaotic fire drill cold open and over-the-top CPR training scene.
-
C.
MindUP program
The MindUP program is a school-based social and emotional learning curriculum that teaches mindfulness and resilience skills to children, created through the Hawn Foundation.
-
D.
Stressed Out
"Stressed Out" is a laid-back, introspective hip-hop track by A Tribe Called Quest featuring Faith Evans and Consequence, known for its smooth production and themes of anxiety and adult pressures.
-
E.
Stressed Out
"Stressed Out" is a hit alternative hip-hop/pop single by Twenty One Pilots that reflects on nostalgia, anxiety, and the pressures of adulthood.
- 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_69ca8320e5748190ac2c585a0bba8193 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5de18448190a695eec609b34e1a |
completed | March 31, 2026, 3:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e37b0548190908632fd167efac1 |
completed | April 2, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ce5245c69c8190a2cd9a23954872e5 |
completed | April 2, 2026, 11:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce52d5c264819098e20971a8093acf |
completed | April 2, 2026, 11:28 a.m. |
Created at: March 30, 2026, 6:14 p.m.