Triple
T124366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Stuart Mill |
E2513
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Auguste Comte
Auguste Comte was a 19th-century French philosopher who founded positivism and is often regarded as the father of sociology.
|
E15467
|
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: Auguste Comte | Statement: [John Stuart Mill, influencedBy, Auguste Comte]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Auguste Comte Context triple: [John Stuart Mill, influencedBy, Auguste Comte]
-
A.
Herbert Spencer
Herbert Spencer was a 19th-century English philosopher and sociologist best known for applying evolutionary theory to social and ethical issues and popularizing the concept of "survival of the fittest."
-
B.
Baron d'Holbach
Baron d'Holbach was an 18th-century French-German philosopher and prominent atheist known for his materialist and anti-religious writings that helped shape Enlightenment thought.
-
C.
Alexis de Tocqueville
Alexis de Tocqueville was a 19th-century French political thinker and historian best known for his analysis of democracy and society in works such as "Democracy in America."
-
D.
Cesare Beccaria
Cesare Beccaria was an Italian Enlightenment philosopher and jurist best known for his influential treatise "On Crimes and Punishments," which argued for criminal justice reform and against torture and the death penalty.
-
E.
Peter Kropotkin
Peter Kropotkin was a Russian geographer, revolutionary, and leading theorist of anarcho-communism whose writings profoundly shaped libertarian socialist thought.
- 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: Auguste Comte Triple: [John Stuart Mill, influencedBy, Auguste Comte]
Generated description
Auguste Comte was a 19th-century French philosopher who founded positivism and is often regarded as the father of sociology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Auguste Comte Target entity description: Auguste Comte was a 19th-century French philosopher who founded positivism and is often regarded as the father of sociology.
-
A.
Herbert Spencer
Herbert Spencer was a 19th-century English philosopher and sociologist best known for applying evolutionary theory to social and ethical issues and popularizing the concept of "survival of the fittest."
-
B.
Baron d'Holbach
Baron d'Holbach was an 18th-century French-German philosopher and prominent atheist known for his materialist and anti-religious writings that helped shape Enlightenment thought.
-
C.
Alexis de Tocqueville
Alexis de Tocqueville was a 19th-century French political thinker and historian best known for his analysis of democracy and society in works such as "Democracy in America."
-
D.
Cesare Beccaria
Cesare Beccaria was an Italian Enlightenment philosopher and jurist best known for his influential treatise "On Crimes and Punishments," which argued for criminal justice reform and against torture and the death penalty.
-
E.
Peter Kropotkin
Peter Kropotkin was a Russian geographer, revolutionary, and leading theorist of anarcho-communism whose writings profoundly shaped libertarian socialist thought.
- 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a2573ce0ac8190b49fb31d3d475bf9 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2aa453a8c81908d6d4d14aff8522e |
completed | Feb. 28, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69a2adde37f08190a0dc6da3ddfec1c0 |
completed | Feb. 28, 2026, 8:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2aea7cbe081908151d50aac662e60 |
completed | Feb. 28, 2026, 9 a.m. |
Created at: Feb. 28, 2026, 2:27 a.m.