Triple
T18166689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wham! |
E434912
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Deon Estus
Deon Estus was an American bassist and songwriter best known for his work with George Michael and Wham! and for his own solo hit "Heaven Help Me."
|
E1309157
|
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: Deon Estus | Statement: [Wham!, associatedAct, Deon Estus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deon Estus Context triple: [Wham!, associatedAct, Deon Estus]
-
A.
Barrett Doss
Barrett Doss is an American actress and singer best known for her starring role as firefighter Victoria Hughes on the television drama series "Station 19."
-
B.
Colt Vahn
Colt Vahn is the main playable assassin trapped in a time loop on the island of Blackreef in the video game Deathloop.
-
C.
Roemello Skuggs
Roemello Skuggs is the conflicted drug dealer protagonist of the 1993 crime drama film "Sugar Hill," portrayed by Wesley Snipes.
-
D.
Zev Deans
Zev Deans is a filmmaker and music video director known for his dark, surreal visual style and collaborations with numerous metal and experimental music artists.
-
E.
Scorp Dezel
Scorp Dezel is a music producer known for working on tracks such as those by the artist Swaecation.
- 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: Deon Estus Triple: [Wham!, associatedAct, Deon Estus]
Generated description
Deon Estus was an American bassist and songwriter best known for his work with George Michael and Wham! and for his own solo hit "Heaven Help Me."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deon Estus Target entity description: Deon Estus was an American bassist and songwriter best known for his work with George Michael and Wham! and for his own solo hit "Heaven Help Me."
-
A.
Barrett Doss
Barrett Doss is an American actress and singer best known for her starring role as firefighter Victoria Hughes on the television drama series "Station 19."
-
B.
Colt Vahn
Colt Vahn is the main playable assassin trapped in a time loop on the island of Blackreef in the video game Deathloop.
-
C.
Roemello Skuggs
Roemello Skuggs is the conflicted drug dealer protagonist of the 1993 crime drama film "Sugar Hill," portrayed by Wesley Snipes.
-
D.
Zev Deans
Zev Deans is a filmmaker and music video director known for his dark, surreal visual style and collaborations with numerous metal and experimental music artists.
-
E.
Scorp Dezel
Scorp Dezel is a music producer known for working on tracks such as those by the artist Swaecation.
- 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_69d8b90b7a188190b3fc7b8d4a6cd20a |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dec7e41c8190bd19dc5f62c69608 |
completed | April 19, 2026, 1:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a038fc4790081909e87ae00ba6c83bf |
completed | May 12, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_6a039099efbc8190a4a81caabbb65962 |
completed | May 12, 2026, 8:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03916f64a08190bbc96ef6308caa52 |
completed | May 12, 2026, 8:45 p.m. |
Created at: April 10, 2026, 10:30 a.m.