Triple
T8450978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beautiful Boy |
E199796
|
entity |
| Predicate | basedOnAuthor |
P2806
|
FINISHED |
| Object |
Nic Sheff
Nic Sheff is an American writer and speaker best known for his memoirs about addiction and recovery, including "Tweak," which inspired the film "Beautiful Boy."
|
E734879
|
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: Nic Sheff | Statement: [Beautiful Boy, basedOnAuthor, Nic Sheff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nic Sheff Context triple: [Beautiful Boy, basedOnAuthor, Nic Sheff]
-
A.
Matthew Shear
Matthew Shear is an American actor best known for his supporting roles in independent films and television series, including his notable appearance in Noah Baumbach’s comedy "Mistress America."
-
B.
Nico Segal
Nico Segal is an American trumpeter and producer best known for his work with Chance the Rapper and as a member of the band Kids These Days.
-
C.
Nate Ruess
Nate Ruess is an American singer-songwriter best known as the lead vocalist of the band fun. and for his hit collaborations in pop music.
-
D.
Sam McMurray
Sam McMurray is an American character actor known for his comedic and supporting roles in film and television, including appearances in projects like "Drop Dead Gorgeous," "Raising Arizona," and "The Simpsons."
-
E.
Addie Wolff
Addie Wolff was the wife of prominent American investment banker and philanthropist Otto H. Kahn.
- 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: Nic Sheff Triple: [Beautiful Boy, basedOnAuthor, Nic Sheff]
Generated description
Nic Sheff is an American writer and speaker best known for his memoirs about addiction and recovery, including "Tweak," which inspired the film "Beautiful Boy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nic Sheff Target entity description: Nic Sheff is an American writer and speaker best known for his memoirs about addiction and recovery, including "Tweak," which inspired the film "Beautiful Boy."
-
A.
Matthew Shear
Matthew Shear is an American actor best known for his supporting roles in independent films and television series, including his notable appearance in Noah Baumbach’s comedy "Mistress America."
-
B.
Nico Segal
Nico Segal is an American trumpeter and producer best known for his work with Chance the Rapper and as a member of the band Kids These Days.
-
C.
Nate Ruess
Nate Ruess is an American singer-songwriter best known as the lead vocalist of the band fun. and for his hit collaborations in pop music.
-
D.
Sam McMurray
Sam McMurray is an American character actor known for his comedic and supporting roles in film and television, including appearances in projects like "Drop Dead Gorgeous," "Raising Arizona," and "The Simpsons."
-
E.
Addie Wolff
Addie Wolff was the wife of prominent American investment banker and philanthropist Otto H. Kahn.
- 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_69ca8318231881908fd1bc1c4d45d286 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe44815488190a912d63512e19af0 |
completed | March 31, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1dd14484819082f0319455011a22 |
completed | April 2, 2026, 7:42 a.m. |
| NEDg | Description generation | batch_69ce1eddb9988190a77ab59f2867ad5d |
completed | April 2, 2026, 7:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fb9b03c819089976283e1c53ca5 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:09 p.m.