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.