Triple
T11333040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Time Rush |
E268395
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
James Maslow
James Maslow is an American actor and pop singer best known as a lead vocalist of the boy band Big Time Rush and star of the Nickelodeon series of the same name.
|
E918161
|
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: James Maslow | Statement: [Big Time Rush, member, James Maslow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Maslow Context triple: [Big Time Rush, member, James Maslow]
-
A.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
B.
Bertha Goodman Maslow
Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
-
C.
C. A. Rogers
C. A. Rogers was a British mathematician best known for his influential work in geometry of numbers and the theory of sphere packings.
-
D.
Ann Maslow
Ann Maslow is the daughter of influential humanistic psychologist Abraham Maslow, known for his hierarchy of needs theory.
-
E.
Charles Warrington Rogers
Charles Warrington Rogers was a prominent figure after whom the city of Rogers, Arkansas, was named, likely due to his significant role in the region’s development or history.
- 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: James Maslow Triple: [Big Time Rush, member, James Maslow]
Generated description
James Maslow is an American actor and pop singer best known as a lead vocalist of the boy band Big Time Rush and star of the Nickelodeon series of the same name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Maslow Target entity description: James Maslow is an American actor and pop singer best known as a lead vocalist of the boy band Big Time Rush and star of the Nickelodeon series of the same name.
-
A.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
B.
Bertha Goodman Maslow
Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
-
C.
C. A. Rogers
C. A. Rogers was a British mathematician best known for his influential work in geometry of numbers and the theory of sphere packings.
-
D.
Ann Maslow
Ann Maslow is the daughter of influential humanistic psychologist Abraham Maslow, known for his hierarchy of needs theory.
-
E.
Charles Warrington Rogers
Charles Warrington Rogers was a prominent figure after whom the city of Rogers, Arkansas, was named, likely due to his significant role in the region’s development or history.
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9fe5d5881908d786b212a554d8b |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5263160548190adb7d5c0fd6af0e2 |
completed | April 19, 2026, 7 p.m. |
| NEDg | Description generation | batch_69e52c83768c819086ebfd870ad81998 |
completed | April 19, 2026, 7:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e531d0ab5881909814160b86c8e76b |
completed | April 19, 2026, 7:49 p.m. |
Created at: April 8, 2026, 9:33 p.m.