Triple
T13060375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Lumineers |
E329178
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Gregory Alan Isakov
Gregory Alan Isakov is a South African-born American singer-songwriter known for his introspective, folk-inspired music and poetic lyricism.
|
E1018874
|
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: Gregory Alan Isakov | Statement: [The Lumineers, associatedAct, Gregory Alan Isakov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gregory Alan Isakov Context triple: [The Lumineers, associatedAct, Gregory Alan Isakov]
-
A.
Josh Ritter
Josh Ritter is an American singer-songwriter known for his narrative-driven folk and Americana music.
-
B.
Cam Guthrie
Cam Guthrie is a Canadian politician best known as the long-serving mayor of the city of Guelph, Ontario.
-
C.
Jeffrey Dean Isbell
Jeffrey Dean Isbell, better known as Izzy Stradlin, is an American musician and songwriter best known as the rhythm guitarist and co-founder of the rock band Guns N' Roses.
-
D.
Justin Townes Earle
Justin Townes Earle was an American singer-songwriter known for his blend of Americana, folk, and country music and for being part of a prominent musical family.
-
E.
Kevin Morby
Kevin Morby is an American singer-songwriter and musician known for his introspective indie rock and folk-influenced albums.
- 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: Gregory Alan Isakov Triple: [The Lumineers, associatedAct, Gregory Alan Isakov]
Generated description
Gregory Alan Isakov is a South African-born American singer-songwriter known for his introspective, folk-inspired music and poetic lyricism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gregory Alan Isakov Target entity description: Gregory Alan Isakov is a South African-born American singer-songwriter known for his introspective, folk-inspired music and poetic lyricism.
-
A.
Josh Ritter
Josh Ritter is an American singer-songwriter known for his narrative-driven folk and Americana music.
-
B.
Cam Guthrie
Cam Guthrie is a Canadian politician best known as the long-serving mayor of the city of Guelph, Ontario.
-
C.
Jeffrey Dean Isbell
Jeffrey Dean Isbell, better known as Izzy Stradlin, is an American musician and songwriter best known as the rhythm guitarist and co-founder of the rock band Guns N' Roses.
-
D.
Justin Townes Earle
Justin Townes Earle was an American singer-songwriter known for his blend of Americana, folk, and country music and for being part of a prominent musical family.
-
E.
Kevin Morby
Kevin Morby is an American singer-songwriter and musician known for his introspective indie rock and folk-influenced albums.
- 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_69d980e7ee548190b4b18bdb1357c359 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbe259408190a7e88482c96f24a9 |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cdc285788190a05a51295306f087 |
completed | May 3, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ceafcca88190bcd65be3c4440987 |
completed | May 3, 2026, 4:27 a.m. |
Created at: April 9, 2026, 8:58 p.m.