Triple
T7060141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ken MacLeod |
E164194
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Learning the World
Learning the World is a science fiction novel by Ken MacLeod that explores first contact between humans and an alien civilization through a blend of space opera, political intrigue, and social commentary.
|
E638261
|
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: Learning the World | Statement: [Ken MacLeod, notableWork, Learning the World]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Learning the World Context triple: [Ken MacLeod, notableWork, Learning the World]
-
A.
Our World
Our World was a pioneering 1967 live global television broadcast that linked multiple countries via satellite for the first time, famously featuring The Beatles performing "All You Need Is Love."
-
B.
World Discovery
World Discovery is a themed land in EPCOT at Walt Disney World focused on science, technology, and futuristic exploration attractions.
-
C.
The Learners
"The Learners" is a novel by renowned graphic designer and author Chip Kidd that continues the story from his debut book "The Cheese Monkeys," following a young art student navigating the world of graphic design and advertising in the early 1960s.
-
D.
Freedom to Learn
Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
-
E.
kami of learning
The kami of learning is a Shinto deity revered as the divine patron of scholarship, education, and academic success.
- 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: Learning the World Triple: [Ken MacLeod, notableWork, Learning the World]
Generated description
Learning the World is a science fiction novel by Ken MacLeod that explores first contact between humans and an alien civilization through a blend of space opera, political intrigue, and social commentary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Learning the World Target entity description: Learning the World is a science fiction novel by Ken MacLeod that explores first contact between humans and an alien civilization through a blend of space opera, political intrigue, and social commentary.
-
A.
Our World
Our World was a pioneering 1967 live global television broadcast that linked multiple countries via satellite for the first time, famously featuring The Beatles performing "All You Need Is Love."
-
B.
World Discovery
World Discovery is a themed land in EPCOT at Walt Disney World focused on science, technology, and futuristic exploration attractions.
-
C.
The Learners
"The Learners" is a novel by renowned graphic designer and author Chip Kidd that continues the story from his debut book "The Cheese Monkeys," following a young art student navigating the world of graphic design and advertising in the early 1960s.
-
D.
Freedom to Learn
Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
-
E.
kami of learning
The kami of learning is a Shinto deity revered as the divine patron of scholarship, education, and academic success.
- 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_69c688796c148190adb2f1596f595f22 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e458ad9c81908c3f492b317ce291 |
completed | March 27, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c788af20cc819084542035410aafbd |
completed | March 28, 2026, 7:52 a.m. |
| NEDg | Description generation | batch_69c78968b8588190b26afb5fe1a976db |
completed | March 28, 2026, 7:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78a520b4081908b4822fb55c3dab9 |
completed | March 28, 2026, 7:59 a.m. |
Created at: March 27, 2026, 2:38 p.m.