Triple
T432551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Enlightenment |
E9743
|
entity |
| Predicate | hasKeyFigure |
P810
|
FINISHED |
| Object |
Johann Heinrich Lambert
Johann Heinrich Lambert was an 18th-century German-Swiss polymath of the Enlightenment, renowned for his pioneering work in mathematics, physics, astronomy, and philosophy, including the first rigorous proof of the irrationality of π.
|
E57361
|
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: Johann Heinrich Lambert | Statement: [German Enlightenment, hasKeyFigure, Johann Heinrich Lambert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johann Heinrich Lambert Context triple: [German Enlightenment, hasKeyFigure, Johann Heinrich Lambert]
-
A.
Pierre-Louis Moreau de Maupertuis
Pierre-Louis Moreau de Maupertuis was an 18th-century French mathematician, philosopher, and astronomer best known for formulating the principle of least action and helping introduce Newtonian physics to continental Europe.
-
B.
Wilhelm Gauss
Wilhelm Gauss was one of the sons of the renowned German mathematician and scientist Carl Friedrich Gauss.
-
C.
Jean d’Alembert
Jean d’Alembert was an 18th-century French mathematician, physicist, and philosopher best known for his foundational work in calculus, mechanics (including d’Alembert’s principle), and co-editing the Encyclopédie.
-
D.
Eugene Gauss
Eugene Gauss was one of the sons of the renowned German mathematician Carl Friedrich Gauss.
-
E.
Joseph-Louis Lagrange
Joseph-Louis Lagrange was an 18th-century mathematician and astronomer renowned for his foundational contributions to analysis, number theory, and classical mechanics, including the formulation of Lagrangian mechanics.
- 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: Johann Heinrich Lambert Triple: [German Enlightenment, hasKeyFigure, Johann Heinrich Lambert]
Generated description
Johann Heinrich Lambert was an 18th-century German-Swiss polymath of the Enlightenment, renowned for his pioneering work in mathematics, physics, astronomy, and philosophy, including the first rigorous proof of the irrationality of π.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johann Heinrich Lambert Target entity description: Johann Heinrich Lambert was an 18th-century German-Swiss polymath of the Enlightenment, renowned for his pioneering work in mathematics, physics, astronomy, and philosophy, including the first rigorous proof of the irrationality of π.
-
A.
Pierre-Louis Moreau de Maupertuis
Pierre-Louis Moreau de Maupertuis was an 18th-century French mathematician, philosopher, and astronomer best known for formulating the principle of least action and helping introduce Newtonian physics to continental Europe.
-
B.
Wilhelm Gauss
Wilhelm Gauss was one of the sons of the renowned German mathematician and scientist Carl Friedrich Gauss.
-
C.
Jean d’Alembert
Jean d’Alembert was an 18th-century French mathematician, physicist, and philosopher best known for his foundational work in calculus, mechanics (including d’Alembert’s principle), and co-editing the Encyclopédie.
-
D.
Eugene Gauss
Eugene Gauss was one of the sons of the renowned German mathematician Carl Friedrich Gauss.
-
E.
Joseph-Louis Lagrange
Joseph-Louis Lagrange was an 18th-century mathematician and astronomer renowned for his foundational contributions to analysis, number theory, and classical mechanics, including the formulation of Lagrangian mechanics.
- 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_69a2e801e1d48190b505d1dd336b52ac |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eef07e748190b05392778f3de980 |
completed | Feb. 28, 2026, 1:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a44cb7001881908b91a1a1ab32ce41 |
completed | March 1, 2026, 2:27 p.m. |
| NEDg | Description generation | batch_69a44d71f7bc8190acf5c1aeb9f915d1 |
completed | March 1, 2026, 2:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a44dcf7364819092bd656b0da97d03 |
completed | March 1, 2026, 2:31 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.