Triple
T7421747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Frauenfelder |
E171264
|
entity |
| Predicate | fieldOfWork |
P3
|
FINISHED |
| Object |
DIY and maker movement
The DIY and maker movement is a global culture of individuals and communities who design, build, modify, and repair things themselves—often using accessible tools, open-source hardware, and shared knowledge—to foster creativity, innovation, and self-sufficiency.
|
E664331
|
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: DIY and maker movement | Statement: [Mark Frauenfelder, fieldOfWork, DIY and maker movement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DIY and maker movement Context triple: [Mark Frauenfelder, fieldOfWork, DIY and maker movement]
-
A.
the Thinkery
The Thinkery is the sophistic school run by Socrates in Aristophanes’ comedy "The Clouds," where unconventional and deceptive rhetorical techniques are taught.
-
B.
Low Center for Industrial Innovation
The Low Center for Industrial Innovation is a major research and technology facility at Rensselaer Polytechnic Institute that supports advanced engineering, manufacturing, and industrial innovation activities.
-
C.
Makers
Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
-
D.
Lifelong Kindergarten: Cultivating Creativity through Projects, Passion, Peers, and Play
"Lifelong Kindergarten: Cultivating Creativity through Projects, Passion, Peers, and Play" is a book that explores how education and learning environments can be redesigned to foster creativity and playful, project-based learning throughout life.
-
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: DIY and maker movement Triple: [Mark Frauenfelder, fieldOfWork, DIY and maker movement]
Generated description
The DIY and maker movement is a global culture of individuals and communities who design, build, modify, and repair things themselves—often using accessible tools, open-source hardware, and shared knowledge—to foster creativity, innovation, and self-sufficiency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DIY and maker movement Target entity description: The DIY and maker movement is a global culture of individuals and communities who design, build, modify, and repair things themselves—often using accessible tools, open-source hardware, and shared knowledge—to foster creativity, innovation, and self-sufficiency.
-
A.
the Thinkery
The Thinkery is the sophistic school run by Socrates in Aristophanes’ comedy "The Clouds," where unconventional and deceptive rhetorical techniques are taught.
-
B.
Low Center for Industrial Innovation
The Low Center for Industrial Innovation is a major research and technology facility at Rensselaer Polytechnic Institute that supports advanced engineering, manufacturing, and industrial innovation activities.
-
C.
Makers
Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
-
D.
Lifelong Kindergarten: Cultivating Creativity through Projects, Passion, Peers, and Play
"Lifelong Kindergarten: Cultivating Creativity through Projects, Passion, Peers, and Play" is a book that explores how education and learning environments can be redesigned to foster creativity and playful, project-based learning throughout life.
-
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_69c68a625d048190af70eb8b63bec5a0 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2ebc520819087cfc2eb9dda0e17 |
completed | March 27, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81effc488819086336eea92604fa8 |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c81fe025d081909f2a5c4515c60f64 |
completed | March 28, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c824010104819081977e89d79ebb44 |
completed | March 28, 2026, 6:54 p.m. |
Created at: March 27, 2026, 3:11 p.m.