Triple
T16953184
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Embrace |
E411232
|
entity |
| Predicate | hasCollaborationsWith |
P38701
|
FINISHED |
| Object |
Josh Cumbee
Josh Cumbee is an American singer, songwriter, and producer known for his work in pop and electronic music, including collaborations with prominent international artists.
|
E1243430
|
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: Josh Cumbee | Statement: [Embrace, hasCollaborationsWith, Josh Cumbee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Josh Cumbee Context triple: [Embrace, hasCollaborationsWith, Josh Cumbee]
-
A.
Jeremy Gumbs
Jeremy Gumbs is an actor known for his role in the family Christmas comedy film "The Perfect Holiday."
-
B.
Josh Ramos
Josh Ramos is a member of the Canadian hardcore punk band Hardline.
-
C.
Josh Ramos
Josh Ramos is a professional soccer player known for playing as a forward in the Canadian Premier League.
-
D.
Matt McJunkins
Matt McJunkins is an American bassist and musician best known for his work with rock bands such as A Perfect Circle, Eagles of Death Metal, and Puscifer.
-
E.
Travis Baldree
Travis Baldree is a game designer and developer best known for his work on the action RPG Torchlight and later as an award-winning fantasy audiobook narrator and author.
- 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: Josh Cumbee Triple: [Embrace, hasCollaborationsWith, Josh Cumbee]
Generated description
Josh Cumbee is an American singer, songwriter, and producer known for his work in pop and electronic music, including collaborations with prominent international artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Josh Cumbee Target entity description: Josh Cumbee is an American singer, songwriter, and producer known for his work in pop and electronic music, including collaborations with prominent international artists.
-
A.
Jeremy Gumbs
Jeremy Gumbs is an actor known for his role in the family Christmas comedy film "The Perfect Holiday."
-
B.
Josh Ramos
Josh Ramos is a member of the Canadian hardcore punk band Hardline.
-
C.
Josh Ramos
Josh Ramos is a professional soccer player known for playing as a forward in the Canadian Premier League.
-
D.
Matt McJunkins
Matt McJunkins is an American bassist and musician best known for his work with rock bands such as A Perfect Circle, Eagles of Death Metal, and Puscifer.
-
E.
Travis Baldree
Travis Baldree is a game designer and developer best known for his work on the action RPG Torchlight and later as an award-winning fantasy audiobook narrator and author.
- 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d01a4ae8819085a6ce01fbc71b0f |
completed | April 18, 2026, 6:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46213b08190b33b48d12bc795d1 |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d5503be88190ac15a327ff3782ec |
completed | May 10, 2026, 6:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d66e450c8190ae0befd3d7875ed8 |
completed | May 10, 2026, 7:03 p.m. |
Created at: April 10, 2026, 5:31 a.m.