Triple

T13747664
Position Surface form Disambiguated ID Type / Status
Subject Fred Hammond E330257 entity
Predicate notableWork P4 FINISHED
Object Purpose By Design
Purpose By Design is a contemporary gospel album by Fred Hammond that blends worship, R&B, and inspirational themes and is regarded as one of his signature works.
E1060659 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: Purpose By Design | Statement: [Fred Hammond, notableWork, Purpose By Design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Purpose By Design
Context triple: [Fred Hammond, notableWork, Purpose By Design]
  • A. On Designing
    "On Designing" is a seminal book by textile artist and designer Anni Albers that explores the principles, processes, and aesthetics of modern design, particularly in weaving and textile work.
  • B. Why Design Matters: Conversations with the World’s Most Creative People
    "Why Design Matters: Conversations with the World’s Most Creative People" is a book by designer and interviewer Debbie Millman that collects in-depth conversations with leading figures across design, art, and culture.
  • C. The Bases of Design
    The Bases of Design is an influential 1898 book by British artist and designer Walter Crane that outlines fundamental principles of decorative art and design, especially within the Arts and Crafts movement.
  • D. A Designer’s Art
    A Designer’s Art is a seminal book by graphic designer Paul Rand that explores his philosophy, principles, and influential work in modern visual communication and corporate identity design.
  • E. Design Matters
    Design Matters is a long-running podcast and interview series hosted by Debbie Millman that explores the creative processes, careers, and philosophies of leading designers, artists, and thinkers.
  • 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: Purpose By Design
Triple: [Fred Hammond, notableWork, Purpose By Design]
Generated description
Purpose By Design is a contemporary gospel album by Fred Hammond that blends worship, R&B, and inspirational themes and is regarded as one of his signature works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Purpose By Design
Target entity description: Purpose By Design is a contemporary gospel album by Fred Hammond that blends worship, R&B, and inspirational themes and is regarded as one of his signature works.
  • A. On Designing
    "On Designing" is a seminal book by textile artist and designer Anni Albers that explores the principles, processes, and aesthetics of modern design, particularly in weaving and textile work.
  • B. Why Design Matters: Conversations with the World’s Most Creative People
    "Why Design Matters: Conversations with the World’s Most Creative People" is a book by designer and interviewer Debbie Millman that collects in-depth conversations with leading figures across design, art, and culture.
  • C. The Bases of Design
    The Bases of Design is an influential 1898 book by British artist and designer Walter Crane that outlines fundamental principles of decorative art and design, especially within the Arts and Crafts movement.
  • D. A Designer’s Art
    A Designer’s Art is a seminal book by graphic designer Paul Rand that explores his philosophy, principles, and influential work in modern visual communication and corporate identity design.
  • E. Design Matters
    Design Matters is a long-running podcast and interview series hosted by Debbie Millman that explores the creative processes, careers, and philosophies of leading designers, artists, and thinkers.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02132a108190aca728b95e83af01 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a854098c8190983d142c9930962b completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7ac78ef5081909caccd2fc5772f24 completed May 3, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69f7ad54e3e88190aeae31d69788cce5 completed May 3, 2026, 8:17 p.m.
Created at: April 9, 2026, 10:08 p.m.