Triple

T14239379
Position Surface form Disambiguated ID Type / Status
Subject Robot (Doctor Who serial) E352966 entity
Predicate featuresAntagonistGroup P17143 FINISHED
Object Scientific Reform Society
The Scientific Reform Society is a fictional extremist organization in the Doctor Who universe that promotes a cold, technocratic vision of progress and serves as the main villainous group in the serial "Robot."
E1087518 NE FINISHED

How this triple was built (5 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: Scientific Reform Society | Statement: [Robot (Doctor Who serial), featuresAntagonistGroup, Scientific Reform Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scientific Reform Society
Context triple: [Robot (Doctor Who serial), featuresAntagonistGroup, Scientific Reform Society]
  • A. Constitutional Reform Society
    The Constitutional Reform Society was a political organization in Upper Canada that brought together reformers seeking changes to the colony’s constitutional and governmental structures in the early 19th century.
  • B. British Association for the Advancement of Science
    The British Association for the Advancement of Science was a 19th- and 20th-century learned society in the United Kingdom dedicated to promoting and organizing public engagement with scientific research and education.
  • C. Metaphysical Society
    The Metaphysical Society was a 19th-century British intellectual club that brought together leading philosophers, scientists, theologians, and public figures to debate fundamental questions about religion, science, and morality.
  • D. Prosvita society
    Prosvita society is a prominent Ukrainian cultural and educational organization that played a key role in promoting Ukrainian language, literature, and national consciousness, especially under foreign rule.
  • E. Council of Science
    The Council of Science is a powerful governing body of scientists that oversees and regulates scientific activity across the Solar System in Isaac Asimov’s Lucky Starr science fiction novels.
  • 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: Scientific Reform Society
Triple: [Robot (Doctor Who serial), featuresAntagonistGroup, Scientific Reform Society]
Generated description
The Scientific Reform Society is a fictional extremist organization in the Doctor Who universe that promotes a cold, technocratic vision of progress and serves as the main villainous group in the serial "Robot."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scientific Reform Society
Target entity description: The Scientific Reform Society is a fictional extremist organization in the Doctor Who universe that promotes a cold, technocratic vision of progress and serves as the main villainous group in the serial "Robot."
  • A. Constitutional Reform Society
    The Constitutional Reform Society was a political organization in Upper Canada that brought together reformers seeking changes to the colony’s constitutional and governmental structures in the early 19th century.
  • B. British Association for the Advancement of Science
    The British Association for the Advancement of Science was a 19th- and 20th-century learned society in the United Kingdom dedicated to promoting and organizing public engagement with scientific research and education.
  • C. Metaphysical Society
    The Metaphysical Society was a 19th-century British intellectual club that brought together leading philosophers, scientists, theologians, and public figures to debate fundamental questions about religion, science, and morality.
  • D. Prosvita society
    Prosvita society is a prominent Ukrainian cultural and educational organization that played a key role in promoting Ukrainian language, literature, and national consciousness, especially under foreign rule.
  • E. Council of Science
    The Council of Science is a powerful governing body of scientists that oversees and regulates scientific activity across the Solar System in Isaac Asimov’s Lucky Starr science fiction novels.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: featuresAntagonistGroup
Context triple: [Robot (Doctor Who serial), featuresAntagonistGroup, Scientific Reform Society]
  • A. featuresAntagonistEntity
    Indicates that the subject includes or involves an entity serving as an antagonist in the context of a narrative, interaction, or scenario.
  • B. hasAntagonistGroup
    Indicates that an entity is opposed or challenged by a specific group acting as its antagonist.
  • C. facesAntagonistType
    Indicates that an entity confronts or opposes an antagonist of a specified type.
  • D. villainOrganization
    Indicates that an entity is an organization characterized as antagonistic, criminal, or evil within a given context or narrative.
  • E. featuresGroup chosen
    Indicates that an entity includes or is associated with a specific group as one of its features or components.
  • F. None of above.

Provenance (6 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62432fb48190b153805b85c4f2d2 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd282183308190b63172972773b3c2 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29fd7cdc8190bd210f3b27f935c0 completed May 8, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69fd2bc719ac8190b2b8726c70d811dd completed May 8, 2026, 12:18 a.m.
PD Predicate disambiguation batch_69de05bf069c8190b69f00f00f5eb126 completed April 14, 2026, 9:15 a.m.
Created at: April 10, 2026, 1:08 a.m.