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.