Triple

T15163980
Position Surface form Disambiguated ID Type / Status
Subject Bright Flight E362286 entity
Predicate hasPart P35 FINISHED
Object Slow Education
Slow Education is an educational philosophy and movement that emphasizes depth of learning, reflection, and student-centered, unhurried educational experiences over standardized, fast-paced instruction.
E1140607 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: Slow Education | Statement: [Bright Flight, hasPart, Slow Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Slow Education
Context triple: [Bright Flight, hasPart, Slow Education]
  • A. Slow Learner
    Slow Learner is a musical artist known for performing experimental, atmospheric tracks associated with the project Entropy.
  • B. Slow Learner
    Slow Learner is a collection of early short stories by American novelist Thomas Pynchon, showcasing the development of his distinctive postmodern style.
  • C. Slow
    "Slow" is a 2003 electro-pop single by Australian singer Kylie Minogue, known for its minimalist production, sultry style, and critical acclaim as one of her signature songs.
  • D. Slow Start
    Slow Start is a Japanese slice-of-life comedy anime series following a shy high school girl who starts school a year late and gradually builds friendships, known for its cute character designs and lighthearted tone.
  • E. Slow Show
    "Slow Show" is a reflective, emotionally charged indie rock song by The National from their acclaimed 2007 album *Boxer*.
  • 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: Slow Education
Triple: [Bright Flight, hasPart, Slow Education]
Generated description
Slow Education is an educational philosophy and movement that emphasizes depth of learning, reflection, and student-centered, unhurried educational experiences over standardized, fast-paced instruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Slow Education
Target entity description: Slow Education is an educational philosophy and movement that emphasizes depth of learning, reflection, and student-centered, unhurried educational experiences over standardized, fast-paced instruction.
  • A. Slow Learner
    Slow Learner is a collection of early short stories by American novelist Thomas Pynchon, showcasing the development of his distinctive postmodern style.
  • B. Slow Learner
    Slow Learner is a musical artist known for performing experimental, atmospheric tracks associated with the project Entropy.
  • C. Slow
    "Slow" is a 2003 electro-pop single by Australian singer Kylie Minogue, known for its minimalist production, sultry style, and critical acclaim as one of her signature songs.
  • D. Slow Start
    Slow Start is a Japanese slice-of-life comedy anime series following a shy high school girl who starts school a year late and gradually builds friendships, known for its cute character designs and lighthearted tone.
  • E. Slow Show
    "Slow Show" is a reflective, emotionally charged indie rock song by The National from their acclaimed 2007 album *Boxer*.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0064b21ac81908b793bdbd741bcd8 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69febffdf65c8190bf629dfc32b97caa completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec08c37dc8190a59289e4ee76beab completed May 9, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fec10cd2d48190ba96885ca604a853 completed May 9, 2026, 5:07 a.m.
Created at: April 10, 2026, 3:08 a.m.