Triple
T3707492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vilfredo Pareto |
E80927
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
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.
|
E382871
|
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: Hippolyte Taine | Statement: [Vilfredo Pareto, influencedBy, Hippolyte Taine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hippolyte Taine Context triple: [Vilfredo Pareto, influencedBy, Hippolyte Taine]
-
A.
Jules Michelet
Jules Michelet was a 19th-century French historian renowned for his multi-volume "Histoire de France" and for shaping modern, nationalist interpretations of French history.
-
B.
Ernest Renan
Ernest Renan was a 19th-century French philosopher, historian, and philologist best known for his influential works on early Christianity and his controversial book "Life of Jesus."
-
C.
Ludovic Halévy
Ludovic Halévy was a 19th-century French librettist and playwright best known for co-writing the libretto to Bizet’s opera "Carmen" and numerous successful operettas with Jacques Offenbach.
-
D.
François Furet
François Furet was a prominent French historian and intellectual best known for his influential reinterpretation of the French Revolution and his critiques of totalitarianism and communist ideology.
-
E.
Johann Gustav Droysen
Johann Gustav Droysen was a 19th-century German historian and philosopher of history, known for pioneering historicism and developing influential theories on historical interpretation and methodology.
- 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: Hippolyte Taine Triple: [Vilfredo Pareto, influencedBy, Hippolyte Taine]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hippolyte Taine Target entity description: 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.
-
A.
Jules Michelet
Jules Michelet was a 19th-century French historian renowned for his multi-volume "Histoire de France" and for shaping modern, nationalist interpretations of French history.
-
B.
Ernest Renan
Ernest Renan was a 19th-century French philosopher, historian, and philologist best known for his influential works on early Christianity and his controversial book "Life of Jesus."
-
C.
Ludovic Halévy
Ludovic Halévy was a 19th-century French librettist and playwright best known for co-writing the libretto to Bizet’s opera "Carmen" and numerous successful operettas with Jacques Offenbach.
-
D.
François Furet
François Furet was a prominent French historian and intellectual best known for his influential reinterpretation of the French Revolution and his critiques of totalitarianism and communist ideology.
-
E.
Johann Gustav Droysen
Johann Gustav Droysen was a 19th-century German historian and philosopher of history, known for pioneering historicism and developing influential theories on historical interpretation and methodology.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc57edd748190a006e15fa0248679 |
completed | March 8, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce0216bc8190b44d2950b7cb24c3 |
completed | March 14, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69b4d1c2a384819090520b42574d6db5 |
completed | March 14, 2026, 3:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d272436081909ace50a69524c672 |
completed | March 14, 2026, 3:13 a.m. |
Created at: March 8, 2026, 3:33 p.m.