Triple

T347637
Position Surface form Disambiguated ID Type / Status
Subject Nathaniel Hawthorne E6974 entity
Predicate memberOf P10 FINISHED
Object Phi Beta Kappa Society
Phi Beta Kappa Society is the oldest and one of the most prestigious academic honor societies in the United States, recognizing outstanding achievement in the liberal arts and sciences.
E44116 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: Phi Beta Kappa Society | Statement: [Nathaniel Hawthorne, memberOf, Phi Beta Kappa Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phi Beta Kappa Society
Context triple: [Nathaniel Hawthorne, memberOf, Phi Beta Kappa Society]
  • A. Harvard Alumni Association
    The Harvard Alumni Association is the official organization that connects and serves Harvard University’s global community of graduates through networking, events, and alumni services.
  • B. American Academy of Arts and Sciences
    The American Academy of Arts and Sciences is a prestigious U.S. honorary society and independent policy research center that brings together leaders from academia, the arts, business, and public affairs to address complex global challenges.
  • C. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • D. American Philosophical Society
    The American Philosophical Society is a prestigious scholarly organization founded in 1743 by Benjamin Franklin, dedicated to promoting knowledge in the sciences and humanities through research, publications, and meetings.
  • E. American Association for the Advancement of Science
    The American Association for the Advancement of Science is a leading international nonprofit organization dedicated to advancing science, engineering, and innovation for the benefit of all people, best known for publishing the journal Science.
  • 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: Phi Beta Kappa Society
Triple: [Nathaniel Hawthorne, memberOf, Phi Beta Kappa Society]
Generated description
Phi Beta Kappa Society is the oldest and one of the most prestigious academic honor societies in the United States, recognizing outstanding achievement in the liberal arts and sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phi Beta Kappa Society
Target entity description: Phi Beta Kappa Society is the oldest and one of the most prestigious academic honor societies in the United States, recognizing outstanding achievement in the liberal arts and sciences.
  • A. Harvard Alumni Association
    The Harvard Alumni Association is the official organization that connects and serves Harvard University’s global community of graduates through networking, events, and alumni services.
  • B. American Academy of Arts and Sciences
    The American Academy of Arts and Sciences is a prestigious U.S. honorary society and independent policy research center that brings together leaders from academia, the arts, business, and public affairs to address complex global challenges.
  • C. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • D. American Philosophical Society
    The American Philosophical Society is a prestigious scholarly organization founded in 1743 by Benjamin Franklin, dedicated to promoting knowledge in the sciences and humanities through research, publications, and meetings.
  • E. American Association for the Advancement of Science
    The American Association for the Advancement of Science is a leading international nonprofit organization dedicated to advancing science, engineering, and innovation for the benefit of all people, best known for publishing the journal Science.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eb1c1c908190b3a01de893207ed1 completed Feb. 28, 2026, 1:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d7ecd23881909e10bb84f266d2d1 completed March 1, 2026, 6:08 a.m.
NEDg Description generation batch_69a3d880d8348190964bcd283550aba8 completed March 1, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69a3d94e1aac819089d6b5dc44eeed11 completed March 1, 2026, 6:14 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.