Triple
T9423403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benjamin Constant |
E227209
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | Alexis de Tocqueville |
E14589
|
NE FINISHED |
How this triple was built (2 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: Alexis de Tocqueville | Statement: [Benjamin Constant, influenced, Alexis de Tocqueville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexis de Tocqueville Context triple: [Benjamin Constant, influenced, Alexis de Tocqueville]
-
A.
Alexis de Tocqueville
chosen
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."
-
B.
Hippolyte Taine
Hippolyte Taine was a 19th-century French philosopher, historian, and literary critic known for his deterministic approach to history and literature, emphasizing the roles of race, milieu, and moment in shaping human behavior and culture.
-
C.
Michel Michelet
Michel Michelet was a Russian-born French film composer known for scoring numerous European and American films in the mid-20th century.
-
D.
Louis Dumont
Louis Dumont was a French anthropologist best known for his influential analyses of caste, hierarchy, and individualism, particularly in Indian society.
-
E.
Claude Lefort
Claude Lefort was a French political philosopher known for his analyses of democracy, totalitarianism, and the symbolic foundations of modern political authority.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca8436ba308190903e470776d2d893 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd6c27c8cc8190a11162c10c33b17e |
completed | April 1, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d107d290148190855b8d50eb80c591 |
completed | April 4, 2026, 12:45 p.m. |
Created at: March 30, 2026, 7:48 p.m.