Triple

T15500867
Position Surface form Disambiguated ID Type / Status
Subject Outliers E378947 entity
Predicate notableConcept P201 FINISHED
Object 10,000-Hour Rule
The 10,000-Hour Rule is the popularized idea, associated with Malcolm Gladwell’s book "Outliers," that roughly 10,000 hours of deliberate practice are required to achieve world-class expertise in a field.
E1160898 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: 10,000-Hour Rule | Statement: [Outliers, notableConcept, 10,000-Hour Rule]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 10,000-Hour Rule
Context triple: [Outliers, notableConcept, 10,000-Hour Rule]
  • A. 10,000 Hours
    "10,000 Hours" is a popular country-pop love song by Dan + Shay featuring Justin Bieber that became a major commercial hit and wedding favorite.
  • B. 1,000 Hours
    1,000 Hours is Green Day’s debut EP, showcasing their early punk rock sound and released on the independent label Lookout! Records.
  • C. Practice Makes Perfect
    Practice Makes Perfect is a French film directed by Philippe de Broca, known for his lighthearted, character-driven storytelling.
  • D. The Learning Curve
    The Learning Curve is a 1999 neo-noir crime thriller film about two college students who become entangled in a dangerous relationship with a manipulative con artist.
  • E. The Science of Success
    The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
  • 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: 10,000-Hour Rule
Triple: [Outliers, notableConcept, 10,000-Hour Rule]
Generated description
The 10,000-Hour Rule is the popularized idea, associated with Malcolm Gladwell’s book "Outliers," that roughly 10,000 hours of deliberate practice are required to achieve world-class expertise in a field.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 10,000-Hour Rule
Target entity description: The 10,000-Hour Rule is the popularized idea, associated with Malcolm Gladwell’s book "Outliers," that roughly 10,000 hours of deliberate practice are required to achieve world-class expertise in a field.
  • A. 10,000 Hours
    "10,000 Hours" is a popular country-pop love song by Dan + Shay featuring Justin Bieber that became a major commercial hit and wedding favorite.
  • B. 1,000 Hours
    1,000 Hours is Green Day’s debut EP, showcasing their early punk rock sound and released on the independent label Lookout! Records.
  • C. Practice Makes Perfect
    Practice Makes Perfect is a French film directed by Philippe de Broca, known for his lighthearted, character-driven storytelling.
  • D. The Learning Curve
    The Learning Curve is a 1999 neo-noir crime thriller film about two college students who become entangled in a dangerous relationship with a manipulative con artist.
  • E. The Science of Success
    The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcb4e8c81908e4ab463e3ae252b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3669f908819087162b1b8a4e4320 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:54 a.m.