Triple

T8964134
Position Surface form Disambiguated ID Type / Status
Subject A. E. van Vogt E214082 entity
Predicate basedOn P98 FINISHED
Object General Semantics (in Null-A series)
General Semantics in the Null-A series is a fictionalized, advanced system of non-Aristotelian logic and mental training that grants individuals superior reasoning and cognitive abilities in A. E. van Vogt’s science fiction universe.
E770142 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: General Semantics (in Null-A series) | Statement: [A. E. van Vogt, basedOn, General Semantics (in Null-A series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Semantics (in Null-A series)
Context triple: [A. E. van Vogt, basedOn, General Semantics (in Null-A series)]
  • A. The Study of Man
    The Study of Man is a foundational 1936 anthropology book by Ralph Linton that systematically introduces and explains the nature of culture and human societies.
  • B. The Reality Dysfunction
    The Reality Dysfunction is a sprawling space opera novel by Peter F. Hamilton that blends hard science fiction with horror elements in a far-future, galaxy-spanning setting.
  • C. The Law of Mind
    The Law of Mind is an 1892 philosophical essay by Charles Sanders Peirce that develops his theory of mind as a continuum governed by laws of habit-taking and continuity, central to his pragmatist and semiotic thought.
  • D. Farewell to Reason
    Farewell to Reason is a philosophical work by Paul Feyerabend that critiques rationalism and defends epistemological pluralism in science and society.
  • E. Nestene Consciousness
    The Nestene Consciousness is a malevolent, disembodied alien intelligence in Doctor Who that animates plastic to create Autons and attempt planetary conquest.
  • 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: General Semantics (in Null-A series)
Triple: [A. E. van Vogt, basedOn, General Semantics (in Null-A series)]
Generated description
General Semantics in the Null-A series is a fictionalized, advanced system of non-Aristotelian logic and mental training that grants individuals superior reasoning and cognitive abilities in A. E. van Vogt’s science fiction universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Semantics (in Null-A series)
Target entity description: General Semantics in the Null-A series is a fictionalized, advanced system of non-Aristotelian logic and mental training that grants individuals superior reasoning and cognitive abilities in A. E. van Vogt’s science fiction universe.
  • A. The Study of Man
    The Study of Man is a foundational 1936 anthropology book by Ralph Linton that systematically introduces and explains the nature of culture and human societies.
  • B. The Reality Dysfunction
    The Reality Dysfunction is a sprawling space opera novel by Peter F. Hamilton that blends hard science fiction with horror elements in a far-future, galaxy-spanning setting.
  • C. The Law of Mind
    The Law of Mind is an 1892 philosophical essay by Charles Sanders Peirce that develops his theory of mind as a continuum governed by laws of habit-taking and continuity, central to his pragmatist and semiotic thought.
  • D. Farewell to Reason
    Farewell to Reason is a philosophical work by Paul Feyerabend that critiques rationalism and defends epistemological pluralism in science and society.
  • E. Nestene Consciousness
    The Nestene Consciousness is a malevolent, disembodied alien intelligence in Doctor Who that animates plastic to create Autons and attempt planetary conquest.
  • 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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc674b06f08190b2d992674a093592 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc9512eec8190963aa68108691f7f completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfcb178d488190ab8ea897f964c10a completed April 3, 2026, 2:13 p.m.
NED2 Entity disambiguation (via description) batch_69cfcc1bb3248190ac94ed37be2dcde4 completed April 3, 2026, 2:18 p.m.
Created at: March 30, 2026, 7:01 p.m.