Triple
T20267203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Happens Next |
E498998
|
entity |
| Predicate | masteringEngineer |
P33175
|
FINISHED |
| Object |
Ryan Smith
Ryan Smith is a professional audio mastering engineer known for his work on music projects such as the release "What Happens Next."
|
E1420669
|
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: Ryan Smith | Statement: [What Happens Next, masteringEngineer, Ryan Smith]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Smith Context triple: [What Happens Next, masteringEngineer, Ryan Smith]
-
A.
Ryan Smith
Ryan Smith is a Canadian ice hockey coach who serves as the head coach of the Western Hockey League’s Spokane Chiefs.
-
B.
Ryan Smith
Ryan Smith is an American entrepreneur and tech billionaire best known as the co-founder of Qualtrics and the principal owner of the NBA’s Utah Jazz.
-
C.
Justin Smith
Justin Smith, better known as Just Blaze, is an American hip-hop record producer and DJ renowned for his influential work with artists like Jay-Z, Eminem, and Kanye West.
-
D.
Justin Scott Smith
Justin Scott Smith is a writer known for his work on the project "Picasso Baby."
-
E.
Craig Smith
Craig Smith is an actor known for appearing in Peter Jackson’s cult splatter-comedy film "Bad Taste."
- 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: Ryan Smith Triple: [What Happens Next, masteringEngineer, Ryan Smith]
Generated description
Ryan Smith is a professional audio mastering engineer known for his work on music projects such as the release "What Happens Next."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Smith Target entity description: Ryan Smith is a professional audio mastering engineer known for his work on music projects such as the release "What Happens Next."
-
A.
Ryan Smith
Ryan Smith is an American entrepreneur and tech billionaire best known as the co-founder of Qualtrics and the principal owner of the NBA’s Utah Jazz.
-
B.
Ryan Smith
Ryan Smith is a Canadian ice hockey coach who serves as the head coach of the Western Hockey League’s Spokane Chiefs.
-
C.
Justin Smith
Justin Smith, better known as Just Blaze, is an American hip-hop record producer and DJ renowned for his influential work with artists like Jay-Z, Eminem, and Kanye West.
-
D.
Justin Scott Smith
Justin Scott Smith is a writer known for his work on the project "Picasso Baby."
-
E.
Craig Smith
Craig Smith is an actor known for appearing in Peter Jackson’s cult splatter-comedy film "Bad Taste."
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e674d001f081908910eedd262ae13a |
completed | April 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0855356a0c819088990d11d95863e0 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855d7d87481908ff14d53a2ac94f7 |
completed | May 16, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0856e66c808190b5ef994f1cbc5f3e |
completed | May 16, 2026, 11:37 a.m. |
Created at: April 11, 2026, 11:42 p.m.