Triple
T18505532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Le Freak |
E452187
|
entity |
| Predicate | hasNotableVocalist |
P17435
|
FINISHED |
| Object |
Fonzi Thornton
Fonzi Thornton is an American R&B and soul singer best known for his extensive session and backing vocal work with artists like Chic, Luther Vandross, and many other prominent acts of the late 1970s and 1980s.
|
E1329759
|
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: Fonzi Thornton | Statement: [Le Freak, hasNotableVocalist, Fonzi Thornton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fonzi Thornton Context triple: [Le Freak, hasNotableVocalist, Fonzi Thornton]
-
A.
Mark Frazier
Mark Frazier is a central protagonist in John Grisham’s legal thriller "The Rooster Bar," depicted as a struggling law student entangled in a predatory for-profit law school scheme.
-
B.
Scott Chestnut
Scott Chestnut is a film editor best known for his work on the World War II drama "The Great Raid."
-
C.
Tony Delk
Tony Delk is a former American basketball guard best known for starring at the University of Kentucky in the mid-1990s and leading the Wildcats to the 1996 NCAA championship before playing in the NBA.
-
D.
Richie Stotts
Richie Stotts is an American guitarist best known as a founding member of the shock rock band Plasmatics.
-
E.
Marquis Frazier
Marquis Frazier is an individual notable enough to be specifically cited as a bearer of the surname Frazier.
- 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: Fonzi Thornton Triple: [Le Freak, hasNotableVocalist, Fonzi Thornton]
Generated description
Fonzi Thornton is an American R&B and soul singer best known for his extensive session and backing vocal work with artists like Chic, Luther Vandross, and many other prominent acts of the late 1970s and 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fonzi Thornton Target entity description: Fonzi Thornton is an American R&B and soul singer best known for his extensive session and backing vocal work with artists like Chic, Luther Vandross, and many other prominent acts of the late 1970s and 1980s.
-
A.
Mark Frazier
Mark Frazier is a central protagonist in John Grisham’s legal thriller "The Rooster Bar," depicted as a struggling law student entangled in a predatory for-profit law school scheme.
-
B.
Scott Chestnut
Scott Chestnut is a film editor best known for his work on the World War II drama "The Great Raid."
-
C.
Tony Delk
Tony Delk is a former American basketball guard best known for starring at the University of Kentucky in the mid-1990s and leading the Wildcats to the 1996 NCAA championship before playing in the NBA.
-
D.
Richie Stotts
Richie Stotts is an American guitarist best known as a founding member of the shock rock band Plasmatics.
-
E.
Marquis Frazier
Marquis Frazier is an individual notable enough to be specifically cited as a bearer of the surname Frazier.
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53341b6c48190b7da42f5df923e81 |
completed | April 19, 2026, 7:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0491672dc08190a09c74cb4e6cf06a |
completed | May 13, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_6a04966f7b488190881d28e858ed7908 |
completed | May 13, 2026, 3:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0496ec05608190bfd16a0a36735255 |
completed | May 13, 2026, 3:21 p.m. |
Created at: April 10, 2026, 11:36 a.m.