Triple
T5328318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G Herbo |
E123239
|
entity |
| Predicate | studioAlbum |
P25507
|
FINISHED |
| Object |
PTSD
PTSD is the second studio album by American rapper G Herbo, known for its introspective lyrics about trauma, street violence, and mental health.
|
E512837
|
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: PTSD | Statement: [G Herbo, studioAlbum, PTSD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PTSD Context triple: [G Herbo, studioAlbum, PTSD]
-
A.
Trauma
"Trauma" is a video artwork by British conceptual artist Gillian Wearing that explores themes of memory, identity, and personal testimony through intimate, confessional interviews.
-
B.
Trauma
Trauma is a 2005 studio album by American rapper and producer DJ Quik, showcasing his signature West Coast hip hop sound and production style.
-
C.
anxiety disorders
Anxiety disorders are a group of mental health conditions characterized by excessive fear, worry, and related behavioral disturbances that significantly interfere with daily functioning.
-
D.
BPD
BPD is the acronym commonly used for the Boston Police Department, the primary law enforcement agency serving the city of Boston, Massachusetts.
-
E.
Anxiety
Anxiety is an 1894–1896 expressionist painting by Edvard Munch that depicts a group of anxious figures on a bridge against a blood-red sky, thematically related to his famous work The Scream.
- 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: PTSD Triple: [G Herbo, studioAlbum, PTSD]
Generated description
PTSD is the second studio album by American rapper G Herbo, known for its introspective lyrics about trauma, street violence, and mental health.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PTSD Target entity description: PTSD is the second studio album by American rapper G Herbo, known for its introspective lyrics about trauma, street violence, and mental health.
-
A.
Trauma
Trauma is a 2005 studio album by American rapper and producer DJ Quik, showcasing his signature West Coast hip hop sound and production style.
-
B.
Trauma
"Trauma" is a video artwork by British conceptual artist Gillian Wearing that explores themes of memory, identity, and personal testimony through intimate, confessional interviews.
-
C.
anxiety disorders
Anxiety disorders are a group of mental health conditions characterized by excessive fear, worry, and related behavioral disturbances that significantly interfere with daily functioning.
-
D.
BPD
BPD is the acronym commonly used for the Boston Police Department, the primary law enforcement agency serving the city of Boston, Massachusetts.
-
E.
Anxiety
Anxiety is an 1894–1896 expressionist painting by Edvard Munch that depicts a group of anxious figures on a bridge against a blood-red sky, thematically related to his famous work The Scream.
- 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_69bd46477f9081909d242a327d749466 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8593bd6c8190b2054e548ddf2458 |
completed | March 20, 2026, 5:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18b00f9c8190b3882f6112546b4a |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf194c53a48190b0895bbe9aa2f6f1 |
completed | March 21, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1a198418819089b25102733f9191 |
completed | March 21, 2026, 10:22 p.m. |
Created at: March 20, 2026, 2 p.m.