Triple

T7657871
Position Surface form Disambiguated ID Type / Status
Subject Future of Humanity Institute E173430 entity
Predicate hasNotableResearcher P14810 FINISHED
Object Toby Ord
Toby Ord is an Australian philosopher and ethicist known for his work on global catastrophic risks, longtermism, and effective altruism, particularly through his book "The Precipice."
 E679742 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: Toby Ord | Statement: [Future of Humanity Institute, hasNotableResearcher, Toby Ord]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toby Ord
Context triple: [Future of Humanity Institute, hasNotableResearcher, Toby Ord]
  • A. Nick Bostrom
    Nick Bostrom is a Swedish-born philosopher at the University of Oxford known for his influential work on existential risk, superintelligence, and the future of humanity.
  • B. Jonathan Wolff
    Jonathan Wolff is an American musician best known for composing and performing the iconic theme music and scores for the television sitcom Seinfeld.
  • C. Robin Hanson
    Robin Hanson is an American economist and futurist known for his work on prediction markets, social science, and thought-provoking analyses of topics like the Fermi paradox and future technologies.
  • D. Matt Nover
    Matt Nover is a former American basketball player best known for his role as a fictional college star in the 1994 sports film "Blue Chips."
  • E. John Bellamy
    John Bellamy was a 17th-century London printer and bookseller known for publishing early accounts of New England, including works related to the Pilgrims.
  • 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: Toby Ord
Triple: [Future of Humanity Institute, hasNotableResearcher, Toby Ord]
Generated description
Toby Ord is an Australian philosopher and ethicist known for his work on global catastrophic risks, longtermism, and effective altruism, particularly through his book "The Precipice."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toby Ord
Target entity description: Toby Ord is an Australian philosopher and ethicist known for his work on global catastrophic risks, longtermism, and effective altruism, particularly through his book "The Precipice."
  • A. Nick Bostrom
    Nick Bostrom is a Swedish-born philosopher at the University of Oxford known for his influential work on existential risk, superintelligence, and the future of humanity.
  • B. Jonathan Wolff
    Jonathan Wolff is an American musician best known for composing and performing the iconic theme music and scores for the television sitcom Seinfeld.
  • C. Robin Hanson
    Robin Hanson is an American economist and futurist known for his work on prediction markets, social science, and thought-provoking analyses of topics like the Fermi paradox and future technologies.
  • D. Matt Nover
    Matt Nover is a former American basketball player best known for his role as a fictional college star in the 1994 sports film "Blue Chips."
  • E. John Bellamy
    John Bellamy was a 17th-century London printer and bookseller known for publishing early accounts of New England, including works related to the Pilgrims.
  • 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_69c69955517c819085bc715b96d304d2 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7019161548190855a5b1e9f5d7e99 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b0d345081909a1d4475fa3876f5 completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89d77b7cc81908120da0121c94537 completed March 29, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
Created at: March 27, 2026, 3:59 p.m.