Triple
T6920147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chip Kidd |
E160161
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E630003
|
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: The Learners | Statement: [Chip Kidd, notableWork, The Learners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Learners Context triple: [Chip Kidd, notableWork, The Learners]
-
A.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
-
B.
Teach Your Children
"Teach Your Children" is a folk-rock song by Crosby, Stills, Nash & Young known for its gentle harmonies and reflective lyrics about intergenerational understanding and guidance.
-
C.
The Knowledge
The Knowledge is a socially conscious R&B/New Jack Swing track by Janet Jackson from her landmark album "Rhythm Nation 1814," emphasizing the importance of education and awareness.
-
D.
Live and Learn
"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
-
E.
A Mind with a Heart of Its Own
"A Mind with a Heart of Its Own" is a rock song by Tom Petty from his acclaimed 1989 solo album Full Moon Fever.
- 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: The Learners Triple: [Chip Kidd, notableWork, The Learners]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Learners Target entity description: "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.
-
A.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
-
B.
Teach Your Children
"Teach Your Children" is a folk-rock song by Crosby, Stills, Nash & Young known for its gentle harmonies and reflective lyrics about intergenerational understanding and guidance.
-
C.
The Knowledge
The Knowledge is a socially conscious R&B/New Jack Swing track by Janet Jackson from her landmark album "Rhythm Nation 1814," emphasizing the importance of education and awareness.
-
D.
Live and Learn
"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
-
E.
A Mind with a Heart of Its Own
"A Mind with a Heart of Its Own" is a rock song by Tom Petty from his acclaimed 1989 solo album Full Moon Fever.
- 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_69c6883ab1008190a07129ff06f625d9 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9fa452c8190b2bea2d47309c889 |
completed | March 27, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c751345edc8190ab0f34120a42571e |
completed | March 28, 2026, 3:55 a.m. |
| NEDg | Description generation | batch_69c751abed548190ac2152acd3029d2d |
completed | March 28, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7558dd72081909af14d319ce01ff6 |
completed | March 28, 2026, 4:14 a.m. |
Created at: March 27, 2026, 2:26 p.m.