Triple
T1652929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neil Bush |
E35732
|
entity |
| Predicate | founderOf |
P104
|
FINISHED |
| Object |
Ignite! Learning
Ignite! Learning is an educational software company known for creating interactive, multimedia-based curriculum tools for K–12 students.
|
E186706
|
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: Ignite! Learning | Statement: [Neil Bush, founderOf, Ignite! Learning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ignite! Learning Context triple: [Neil Bush, founderOf, Ignite! Learning]
-
A.
Ignited Minds
Ignited Minds is a motivational and visionary book by A. P. J. Abdul Kalam that inspires Indian youth to harness their potential for national development and innovation.
-
B.
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.
-
C.
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.
-
D.
kami of learning
The kami of learning is a Shinto deity revered as the divine patron of scholarship, education, and academic success.
-
E.
Annenberg Learner
Annenberg Learner is an educational initiative that develops and distributes multimedia resources and professional development materials to enhance teaching and learning, particularly in K–12 education.
- 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: Ignite! Learning Triple: [Neil Bush, founderOf, Ignite! Learning]
Generated description
Ignite! Learning is an educational software company known for creating interactive, multimedia-based curriculum tools for K–12 students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ignite! Learning Target entity description: Ignite! Learning is an educational software company known for creating interactive, multimedia-based curriculum tools for K–12 students.
-
A.
Ignited Minds
Ignited Minds is a motivational and visionary book by A. P. J. Abdul Kalam that inspires Indian youth to harness their potential for national development and innovation.
-
B.
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.
-
C.
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.
-
D.
kami of learning
The kami of learning is a Shinto deity revered as the divine patron of scholarship, education, and academic success.
-
E.
Annenberg Learner
Annenberg Learner is an educational initiative that develops and distributes multimedia resources and professional development materials to enhance teaching and learning, particularly in K–12 education.
- 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_69a8860568888190a32cd9f70acbba42 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a88cb108190a836b972f600c257 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad60ac133881909222b25029096407 |
completed | March 8, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_69ad613d218081909e3ed7e74dcf82fc |
completed | March 8, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad61b178148190a088495eb599c9cb |
completed | March 8, 2026, 11:46 a.m. |
Created at: March 4, 2026, 7:29 p.m.