Triple

T17228887
Position Surface form Disambiguated ID Type / Status
Subject effective altruism E418192 entity
Predicate hasKeyOrganization P11745 FINISHED
Object 80,000 Hours
80,000 Hours is a nonprofit organization that provides research and career advice to help people have the greatest positive impact with their working lives, particularly within the effective altruism movement.
E1257382 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: 80,000 Hours | Statement: [effective altruism, hasKeyOrganization, 80,000 Hours]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 80,000 Hours
Context triple: [effective altruism, hasKeyOrganization, 80,000 Hours]
  • 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. The Hard Thing About Hard Things
    The Hard Thing About Hard Things is a business and leadership book by entrepreneur and venture capitalist Ben Horowitz that offers candid, experience-based advice on building and running startups through their toughest challenges.
  • D. 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.
  • E. The Education of a Lifetime
    "The Education of a Lifetime" is the official motto of Siena College, encapsulating its commitment to providing a transformative, enduring educational experience.
  • 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: 80,000 Hours
Triple: [effective altruism, hasKeyOrganization, 80,000 Hours]
Generated description
80,000 Hours is a nonprofit organization that provides research and career advice to help people have the greatest positive impact with their working lives, particularly within the effective altruism movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 80,000 Hours
Target entity description: 80,000 Hours is a nonprofit organization that provides research and career advice to help people have the greatest positive impact with their working lives, particularly within the effective altruism movement.
  • 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. The Hard Thing About Hard Things
    The Hard Thing About Hard Things is a business and leadership book by entrepreneur and venture capitalist Ben Horowitz that offers candid, experience-based advice on building and running startups through their toughest challenges.
  • D. 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.
  • E. The Education of a Lifetime
    "The Education of a Lifetime" is the official motto of Siena College, encapsulating its commitment to providing a transformative, enduring educational experience.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42df55e788190b442ffd4fac768c9 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675eae08819093427b4dc1ffee5f completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016a1f6eac8190951ae30f37144d2a completed May 11, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a016a92af248190aaed36040486bf40 completed May 11, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:39 a.m.