Triple

T19908628
Position Surface form Disambiguated ID Type / Status
Subject Euphranor E478484 entity
Predicate engagesWith P2830 FINISHED
Object Freethinkers
Freethinkers are individuals who form their beliefs based on reason, logic, and empirical evidence rather than authority, tradition, or dogma.
E1400678 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: Freethinkers | Statement: [Euphranor, engagesWith, Freethinkers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Freethinkers
Context triple: [Euphranor, engagesWith, Freethinkers]
  • A. Radical Thinkers
    Radical Thinkers is a Verso Books series that republishes influential works of critical theory, philosophy, and radical political thought.
  • B. The Upright Thinkers
    The Upright Thinkers is a popular science book by Leonard Mlodinow that traces the history of human scientific thought from ancient times to modern physics.
  • C. The Encyclopedists
    "The Encyclopedists" is a science fiction story by Isaac Asimov set in his Foundation universe, focusing on a group of scholars whose faith in pure knowledge is challenged by the political and social realities of a collapsing Galactic Empire.
  • D. The Open Mind
    The Open Mind is a long-running American public affairs television program known for its thoughtful, in-depth interviews on politics, media, and social issues.
  • E. Futurians
    The Futurians were an influential 1930s–1940s New York science fiction fan and writer collective whose members, including several future major authors and editors, helped shape modern science fiction fandom and literature.
  • 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: Freethinkers
Triple: [Euphranor, engagesWith, Freethinkers]
Generated description
Freethinkers are individuals who form their beliefs based on reason, logic, and empirical evidence rather than authority, tradition, or dogma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Freethinkers
Target entity description: Freethinkers are individuals who form their beliefs based on reason, logic, and empirical evidence rather than authority, tradition, or dogma.
  • A. Radical Thinkers
    Radical Thinkers is a Verso Books series that republishes influential works of critical theory, philosophy, and radical political thought.
  • B. The Upright Thinkers
    The Upright Thinkers is a popular science book by Leonard Mlodinow that traces the history of human scientific thought from ancient times to modern physics.
  • C. The Encyclopedists
    "The Encyclopedists" is a science fiction story by Isaac Asimov set in his Foundation universe, focusing on a group of scholars whose faith in pure knowledge is challenged by the political and social realities of a collapsing Galactic Empire.
  • D. The Open Mind
    The Open Mind is a long-running American public affairs television program known for its thoughtful, in-depth interviews on politics, media, and social issues.
  • E. Futurians
    The Futurians were an influential 1930s–1940s New York science fiction fan and writer collective whose members, including several future major authors and editors, helped shape modern science fiction fandom and literature.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6598d91ac8190be6abdd7d1542aec completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea4bd4d4819091827b2274413c13 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ed33b03c8190b7270172949b78ab completed May 16, 2026, 4:06 a.m.
NED2 Entity disambiguation (via description) batch_6a07ed9743dc8190930f07ee46146beb completed May 16, 2026, 4:07 a.m.
Created at: April 10, 2026, 1:53 p.m.