Triple

T277074
Position Surface form Disambiguated ID Type / Status
Subject Herbert Spencer E5272 entity
Predicate notableWork P4 FINISHED
Object Social Statics
Social Statics is a foundational 1851 philosophical work by Herbert Spencer that outlines his views on individual liberty, natural rights, and the evolution of society.
 E36045 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: Social Statics | Statement: [Herbert Spencer, notableWork, Social Statics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Social Statics
Context triple: [Herbert Spencer, notableWork, Social Statics]
  • A. Social Convergence
    Social Convergence is a Chilean left-wing political party known for its progressive, social-democratic, and feminist platform and for being part of the coalition that brought Gabriel Boric to the presidency.
  • B. Tumblr
    Tumblr is a microblogging and social networking platform known for its highly customizable blogs, fandom communities, and viral multimedia content.
  • C. Reddit
    Reddit is a large, community-driven social media and discussion platform organized into topic-based forums called subreddits.
  • D. Facebook
    Facebook is a major global social networking platform that allows users to connect, share content, and communicate online.
  • E. Instagram
    Instagram is a popular photo and video sharing social media platform known for its visual content, stories, and influencer culture.
  • 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: Social Statics
Triple: [Herbert Spencer, notableWork, Social Statics]
Generated description
Social Statics is a foundational 1851 philosophical work by Herbert Spencer that outlines his views on individual liberty, natural rights, and the evolution of society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Social Statics
Target entity description: Social Statics is a foundational 1851 philosophical work by Herbert Spencer that outlines his views on individual liberty, natural rights, and the evolution of society.
  • A. Social Convergence
    Social Convergence is a Chilean left-wing political party known for its progressive, social-democratic, and feminist platform and for being part of the coalition that brought Gabriel Boric to the presidency.
  • B. Tumblr
    Tumblr is a microblogging and social networking platform known for its highly customizable blogs, fandom communities, and viral multimedia content.
  • C. Reddit
    Reddit is a large, community-driven social media and discussion platform organized into topic-based forums called subreddits.
  • D. Facebook
    Facebook is a major global social networking platform that allows users to connect, share content, and communicate online.
  • E. Instagram
    Instagram is a popular photo and video sharing social media platform known for its visual content, stories, and influencer culture.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25ded68c88190b1fc595ce329aeb9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a391525a7081909166884a8ea47ace completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391e734148190a56e6a07447af304 completed March 1, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_69a3924ca2148190811f9d376805d0cd completed March 1, 2026, 1:11 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.