Triple
T22708743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Safety In Numbers |
E561533
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Kevin Browning
Kevin Browning is a music producer best known for his long-time work with the progressive rock band Umphrey’s McGee, shaping the sound of many of their studio and live releases.
|
E1550171
|
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: Kevin Browning | Statement: [Safety In Numbers, producer, Kevin Browning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kevin Browning Context triple: [Safety In Numbers, producer, Kevin Browning]
-
A.
Jonathan Browning
Jonathan Browning was a 19th-century American gunsmith and inventor known for his early repeating firearms and as the father of famed gun designer John Browning.
-
B.
Justin Kerrigan
Justin Kerrigan is a Welsh filmmaker best known for writing and directing the 1999 cult club-culture film "Human Traffic."
-
C.
Kevin Noone
Kevin Noone is an atmospheric scientist and co-author of the influential planetary boundaries framework that explores the limits of Earth’s safe operating space for humanity.
-
D.
Kevin Churko
Kevin Churko is a Canadian record producer, engineer, and songwriter known for his work with major rock and metal acts such as Ozzy Osbourne, Five Finger Death Punch, and Disturbed.
-
E.
Chuck Browning
Chuck Browning is the investigative journalist protagonist of the 1976 science fiction film "Futureworld," who uncovers a sinister conspiracy behind a high-tech amusement park.
- 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: Kevin Browning Triple: [Safety In Numbers, producer, Kevin Browning]
Generated description
Kevin Browning is a music producer best known for his long-time work with the progressive rock band Umphrey’s McGee, shaping the sound of many of their studio and live releases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kevin Browning Target entity description: Kevin Browning is a music producer best known for his long-time work with the progressive rock band Umphrey’s McGee, shaping the sound of many of their studio and live releases.
-
A.
Jonathan Browning
Jonathan Browning was a 19th-century American gunsmith and inventor known for his early repeating firearms and as the father of famed gun designer John Browning.
-
B.
Justin Kerrigan
Justin Kerrigan is a Welsh filmmaker best known for writing and directing the 1999 cult club-culture film "Human Traffic."
-
C.
Kevin Noone
Kevin Noone is an atmospheric scientist and co-author of the influential planetary boundaries framework that explores the limits of Earth’s safe operating space for humanity.
-
D.
Kevin Churko
Kevin Churko is a Canadian record producer, engineer, and songwriter known for his work with major rock and metal acts such as Ozzy Osbourne, Five Finger Death Punch, and Disturbed.
-
E.
Chuck Browning
Chuck Browning is the investigative journalist protagonist of the 1976 science fiction film "Futureworld," who uncovers a sinister conspiracy behind a high-tech amusement park.
- 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_69e2454f1348819088d83f420925a5c1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f178d11d4081909981872698b6c45e |
completed | April 29, 2026, 3:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b7ed9cb908190b50dd5297ca2d17c |
completed | May 18, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_6a0b7fbb53388190b0942c28b5748c60 |
completed | May 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b806b4e1481909babc97a8914947a |
completed | May 18, 2026, 9:11 p.m. |
Created at: April 17, 2026, 3:17 p.m.