Triple
T9097362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Mills Brothers |
E218060
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Herbert Mills
Herbert Mills was an American singer best known as a member of the pioneering vocal group The Mills Brothers, celebrated for their close harmonies and jazz-influenced pop music.
|
E777999
|
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: Herbert Mills | Statement: [The Mills Brothers, hasMember, Herbert Mills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbert Mills Context triple: [The Mills Brothers, hasMember, Herbert Mills]
-
A.
L. T. Hobhouse
L. T. Hobhouse was a British liberal political theorist and sociologist whose writings helped shape modern social liberalism and the intellectual foundations of New Liberalism.
-
B.
Graham Wallas
Graham Wallas was a British socialist, political scientist, and educationalist known for co-founding the London School of Economics and for his influential work on democratic theory and the psychology of politics.
-
C.
Harold Laski
Harold Laski was a prominent British political theorist and leading member of the Labour Party, known for his influential work on socialism, pluralism, and democratic governance.
-
D.
John Elliott Cairnes
John Elliott Cairnes was a 19th-century Irish economist known for his influential work in classical political economy and his critical analyses of economic doctrines such as the wage-fund theory and laissez-faire principles.
-
E.
George Whaples
George Whaples was a mathematician known for his work in algebra and number theory, and for being a doctoral student of Emil Artin.
- 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: Herbert Mills Triple: [The Mills Brothers, hasMember, Herbert Mills]
Generated description
Herbert Mills was an American singer best known as a member of the pioneering vocal group The Mills Brothers, celebrated for their close harmonies and jazz-influenced pop music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herbert Mills Target entity description: Herbert Mills was an American singer best known as a member of the pioneering vocal group The Mills Brothers, celebrated for their close harmonies and jazz-influenced pop music.
-
A.
L. T. Hobhouse
L. T. Hobhouse was a British liberal political theorist and sociologist whose writings helped shape modern social liberalism and the intellectual foundations of New Liberalism.
-
B.
Graham Wallas
Graham Wallas was a British socialist, political scientist, and educationalist known for co-founding the London School of Economics and for his influential work on democratic theory and the psychology of politics.
-
C.
Harold Laski
Harold Laski was a prominent British political theorist and leading member of the Labour Party, known for his influential work on socialism, pluralism, and democratic governance.
-
D.
John Elliott Cairnes
John Elliott Cairnes was a 19th-century Irish economist known for his influential work in classical political economy and his critical analyses of economic doctrines such as the wage-fund theory and laissez-faire principles.
-
E.
George Whaples
George Whaples was a mathematician known for his work in algebra and number theory, and for being a doctoral student of Emil Artin.
- 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_69ca83d9844081908e561e367fda6d45 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc96b7d0d48190a3b15f35bef087e3 |
completed | April 1, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0181a9ae88190ab80d4e80e919f42 |
completed | April 3, 2026, 7:42 p.m. |
| NEDg | Description generation | batch_69d019666cb08190b66298ff86a7e1af |
completed | April 3, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d01a700ce48190868d445bde2462dc |
completed | April 3, 2026, 7:52 p.m. |
Created at: March 30, 2026, 7:15 p.m.