Triple
T13072362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Just the Way You Are |
E329486
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Khalil Walton
Khalil Walton is a songwriter best known for co-writing Bruno Mars's hit single "Just the Way You Are."
|
E1023773
|
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: Khalil Walton | Statement: [Just the Way You Are, writer, Khalil Walton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khalil Walton Context triple: [Just the Way You Are, writer, Khalil Walton]
-
A.
Javon Walton
Javon Walton is an American actor and boxer best known for his roles in the television series "Euphoria" and "Utopia."
-
B.
Jamir Jones
Jamir Jones is an American football linebacker who has played in the NFL, including for the Pittsburgh Steelers.
-
C.
Darnell Williams
Darnell Williams is an American actor best known for his long-running role as Jesse Hubbard on the soap opera "All My Children."
-
D.
Tyrell Martin
Tyrell Martin is an individual known primarily for being associated with Karla Wilson in a shared appearance or collaboration.
-
E.
Kobe Faison
Kobe Faison is one of the children of actor and comedian Donald Faison and his former partner Lisa Askey.
- 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: Khalil Walton Triple: [Just the Way You Are, writer, Khalil Walton]
Generated description
Khalil Walton is a songwriter best known for co-writing Bruno Mars's hit single "Just the Way You Are."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khalil Walton Target entity description: Khalil Walton is a songwriter best known for co-writing Bruno Mars's hit single "Just the Way You Are."
-
A.
Javon Walton
Javon Walton is an American actor and boxer best known for his roles in the television series "Euphoria" and "Utopia."
-
B.
Jamir Jones
Jamir Jones is an American football linebacker who has played in the NFL, including for the Pittsburgh Steelers.
-
C.
Darnell Williams
Darnell Williams is an American actor best known for his long-running role as Jesse Hubbard on the soap opera "All My Children."
-
D.
Tyrell Martin
Tyrell Martin is an individual known primarily for being associated with Karla Wilson in a shared appearance or collaboration.
-
E.
Kobe Faison
Kobe Faison is one of the children of actor and comedian Donald Faison and his former partner Lisa Askey.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d981160e388190bab942a2ded2903e |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ead460908190a566f5416e456aeb |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ee17be908190a11e00204df2cbf4 |
completed | May 3, 2026, 6:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ef02a6848190849876a0a6f32ffd |
completed | May 3, 2026, 6:45 a.m. |
Created at: April 9, 2026, 9 p.m.