Triple

T70276
Position Surface form Disambiguated ID Type / Status
Subject Social Darwinism E1405 entity
Predicate hasKeyProponent P810 FINISHED
Object Herbert Spencer E5272 NE FINISHED

How this triple was built (3 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: Herbert Spencer | Statement: [Social Darwinism, hasKeyProponent, Herbert Spencer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Spencer
Context triple: [Social Darwinism, hasKeyProponent, Herbert Spencer]
  • A. Herbert Spencer chosen
    Herbert Spencer was a 19th-century English philosopher and sociologist best known for applying evolutionary theory to social and ethical issues and popularizing the concept of "survival of the fittest."
  • B. John Stuart Mill
    John Stuart Mill was a 19th-century British philosopher and political economist known for his influential works on utilitarianism, liberty, and liberal democratic theory.
  • C. Franz Boas
    Franz Boas was a pioneering German-American anthropologist often regarded as the "father of American anthropology" for his foundational work in cultural relativism and field-based ethnographic research.
  • D. Thomas Malthus
    Thomas Malthus was an English economist and demographer best known for his theory that population growth tends to outpace food production, leading to inevitable checks such as famine and disease.
  • E. Bertrand Russell
    Bertrand Russell was a British philosopher, logician, and social critic, renowned for his foundational work in analytic philosophy and contributions to logic, mathematics, and political thought.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasKeyProponent
Context triple: [Social Darwinism, hasKeyProponent, Herbert Spencer]
  • A. hasKeyFigure chosen
    Indicates that an entity includes, involves, or is characterized by an important or central person relevant to it.
  • B. hasKeyBattle
    Indicates that an entity is associated with a major or decisive battle that is central to its history, role, or significance.
  • C. hasStakeholder
    Indicates that an entity is a stakeholder of another entity, typically having an interest, involvement, or influence in its activities or outcomes.
  • D. hasPresidingOfficer
    Indicates that one entity serves as the presiding officer (leader or chair) over another entity, such as an organization, meeting, or body.
  • E. hasNotableMember
    Indicates that a group, organization, or collection includes at least one member who is distinguished or noteworthy in some significant way.
  • F. None of above.

Provenance (4 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_69a24c06b3bc8190aa4ac89026115efc completed Feb. 28, 2026, 1:59 a.m.
NER Named-entity recognition batch_69a24fd16c248190a6ee4cd96c388772 completed Feb. 28, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25abaa7dc8190b65fa9d213a40790 completed Feb. 28, 2026, 3:02 a.m.
PD Predicate disambiguation batch_69a24eaa0df88190add55579b2b9fd02 completed Feb. 28, 2026, 2:10 a.m.
Created at: Feb. 28, 2026, 2:03 a.m.