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.