Triple
T7418061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Smile |
E171177
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Adam Friedman
Adam Friedman is a music producer known for his work on the song "Smile."
|
E664084
|
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: Adam Friedman | Statement: [Smile, producer, Adam Friedman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adam Friedman Context triple: [Smile, producer, Adam Friedman]
-
A.
Eric Friedman
Eric Friedman is an American entrepreneur best known as the co-founder and chief technology officer of the wearable fitness technology company Fitbit.
-
B.
Josh Friedman
Josh Friedman is an American screenwriter and producer known for his work on films and television series such as "War of the Worlds," "Terminator: The Sarah Connor Chronicles," and contributions to major genre franchises.
-
C.
Jeffrey Goldberg
Jeffrey Goldberg is an American journalist and author known for his long-form reporting on foreign policy and national security, and for serving as editor-in-chief of The Atlantic.
-
D.
Jonathan Chait
Jonathan Chait is an American political commentator and columnist known for his liberal analysis and long-running work at outlets such as New York magazine and The New Republic.
-
E.
Matthew Gentzkow
Matthew Gentzkow is an American economist known for his influential research on media, political communication, and industrial organization.
- 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: Adam Friedman Triple: [Smile, producer, Adam Friedman]
Generated description
Adam Friedman is a music producer known for his work on the song "Smile."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adam Friedman Target entity description: Adam Friedman is a music producer known for his work on the song "Smile."
-
A.
Eric Friedman
Eric Friedman is an American entrepreneur best known as the co-founder and chief technology officer of the wearable fitness technology company Fitbit.
-
B.
Josh Friedman
Josh Friedman is an American screenwriter and producer known for his work on films and television series such as "War of the Worlds," "Terminator: The Sarah Connor Chronicles," and contributions to major genre franchises.
-
C.
Jeffrey Goldberg
Jeffrey Goldberg is an American journalist and author known for his long-form reporting on foreign policy and national security, and for serving as editor-in-chief of The Atlantic.
-
D.
Jonathan Chait
Jonathan Chait is an American political commentator and columnist known for his liberal analysis and long-running work at outlets such as New York magazine and The New Republic.
-
E.
Matthew Gentzkow
Matthew Gentzkow is an American economist known for his influential research on media, political communication, and industrial organization.
- 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_69c68a625d048190af70eb8b63bec5a0 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2c9314c8190855b79a2e6ef3e9b |
completed | March 27, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81eed92888190bf9d11ab91378fa9 |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c820cc51d0819083e5a939f9101f92 |
completed | March 28, 2026, 6:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8230e2b3481909a6460a38be2a478 |
completed | March 28, 2026, 6:50 p.m. |
Created at: March 27, 2026, 3:11 p.m.