Triple

T289326
Position Surface form Disambiguated ID Type / Status
Subject On the Origin of Species E5954 entity
Predicate notableChapter P5600 FINISHED
Object Difficulties on Theory
"Difficulties on Theory" is a chapter in Charles Darwin’s seminal work *On the Origin of Species* in which he addresses major objections and apparent problems with his theory of evolution by natural selection.
E37493 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: Difficulties on Theory | Statement: [On the Origin of Species, notableChapter, Difficulties on Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Difficulties on Theory
Context triple: [On the Origin of Species, notableChapter, Difficulties on Theory]
  • A. On Contradiction
    "On Contradiction" is a 1937 philosophical essay by Mao Zedong that systematically applies and develops Marxist dialectical materialism to analyze the nature and role of contradictions in social and historical processes.
  • B. Standard Theory
    Standard Theory is an early framework in generative grammar, developed by Noam Chomsky in the 1960s, that formalizes the relationship between deep and surface structures in syntactic analysis.
  • C. On Practice
    "On Practice" is a philosophical essay by Mao Zedong that expounds a Marxist theory of knowledge, emphasizing the primacy of practical experience in the formation and testing of ideas.
  • D. Revised Extended Standard Theory
    Revised Extended Standard Theory is a later development in generative grammar that expanded and refined Chomsky’s Standard Theory by incorporating more sophisticated treatments of syntax–semantics interfaces and constraints on transformations.
  • E. Science of Logic
    Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
  • 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: Difficulties on Theory
Triple: [On the Origin of Species, notableChapter, Difficulties on Theory]
Generated description
"Difficulties on Theory" is a chapter in Charles Darwin’s seminal work *On the Origin of Species* in which he addresses major objections and apparent problems with his theory of evolution by natural selection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Difficulties on Theory
Target entity description: "Difficulties on Theory" is a chapter in Charles Darwin’s seminal work *On the Origin of Species* in which he addresses major objections and apparent problems with his theory of evolution by natural selection.
  • A. On Contradiction
    "On Contradiction" is a 1937 philosophical essay by Mao Zedong that systematically applies and develops Marxist dialectical materialism to analyze the nature and role of contradictions in social and historical processes.
  • B. Standard Theory
    Standard Theory is an early framework in generative grammar, developed by Noam Chomsky in the 1960s, that formalizes the relationship between deep and surface structures in syntactic analysis.
  • C. On Practice
    "On Practice" is a philosophical essay by Mao Zedong that expounds a Marxist theory of knowledge, emphasizing the primacy of practical experience in the formation and testing of ideas.
  • D. Revised Extended Standard Theory
    Revised Extended Standard Theory is a later development in generative grammar that expanded and refined Chomsky’s Standard Theory by incorporating more sophisticated treatments of syntax–semantics interfaces and constraints on transformations.
  • E. Science of Logic
    Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
  • 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_69a25946a7ac8190a78871c210213272 completed Feb. 28, 2026, 2:56 a.m.
NER Named-entity recognition batch_69a260d21e5881909f3baba8b8dfff92 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3a33a38b08190951aa413588c59e1 completed March 1, 2026, 2:23 a.m.
NEDg Description generation batch_69a3a397ebc881908d25b1b0e848bbfc completed March 1, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69a3a40e76208190a02cfabb45d7110e completed March 1, 2026, 2:27 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.