Triple
T2619093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Chainsmokers |
E58960
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Andrew Taggart
Andrew Taggart is an American DJ, producer, and songwriter best known as one half of the electronic music duo The Chainsmokers.
|
E283111
|
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: Andrew Taggart | Statement: [The Chainsmokers, member, Andrew Taggart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Taggart Context triple: [The Chainsmokers, member, Andrew Taggart]
-
A.
Allan Scott
Allan Scott is a Scottish screenwriter and producer known for his work on films such as "The Preacher's Wife" and for co-creating the Netflix series "The Queen's Gambit."
-
B.
Allan Scott
Allan Scott was an American screenwriter best known for his work on classic Hollywood films of the 1930s and 1940s, particularly in the musical and comedy genres.
-
C.
Don McGill
Don McGill is an American television writer and producer best known for co-creating the long-running crime drama series NCIS.
-
D.
Jack O'Callahan
Jack O'Callahan is an American former defenseman best known for being part of the "Miracle on Ice" U.S. team that won gold at the 1980 Winter Olympics before going on to play in the NHL.
-
E.
Logan Killicks
Logan Killicks is Janie Crawford’s first husband in Zora Neale Hurston’s novel "Their Eyes Were Watching God," an older, pragmatic farmer whose loveless, controlling marriage prompts her search for independence and true love.
- 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: Andrew Taggart Triple: [The Chainsmokers, member, Andrew Taggart]
Generated description
Andrew Taggart is an American DJ, producer, and songwriter best known as one half of the electronic music duo The Chainsmokers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Taggart Target entity description: Andrew Taggart is an American DJ, producer, and songwriter best known as one half of the electronic music duo The Chainsmokers.
-
A.
Allan Scott
Allan Scott is a Scottish screenwriter and producer known for his work on films such as "The Preacher's Wife" and for co-creating the Netflix series "The Queen's Gambit."
-
B.
Allan Scott
Allan Scott was an American screenwriter best known for his work on classic Hollywood films of the 1930s and 1940s, particularly in the musical and comedy genres.
-
C.
Don McGill
Don McGill is an American television writer and producer best known for co-creating the long-running crime drama series NCIS.
-
D.
Jack O'Callahan
Jack O'Callahan is an American former defenseman best known for being part of the "Miracle on Ice" U.S. team that won gold at the 1980 Winter Olympics before going on to play in the NHL.
-
E.
Logan Killicks
Logan Killicks is Janie Crawford’s first husband in Zora Neale Hurston’s novel "Their Eyes Were Watching God," an older, pragmatic farmer whose loveless, controlling marriage prompts her search for independence and true love.
- 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_69ab4ac444dc819099614e534dd6021f |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8962b348190a059519778ea4dba |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af908ba2908190b535d96c6f0e76ba |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af914ebc80819091524d1a4c316337 |
completed | March 10, 2026, 3:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af91cc03648190936adfcccb6017de |
completed | March 10, 2026, 3:36 a.m. |
Created at: March 6, 2026, 9:50 p.m.