Triple
T130543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prussian Academy of Sciences |
E2644
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Gustav Kirchhoff
Gustav Kirchhoff was a 19th-century German physicist best known for formulating Kirchhoff's circuit laws and making foundational contributions to spectroscopy and thermal radiation.
|
E16963
|
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: Gustav Kirchhoff | Statement: [Prussian Academy of Sciences, notableMember, Gustav Kirchhoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gustav Kirchhoff Context triple: [Prussian Academy of Sciences, notableMember, Gustav Kirchhoff]
-
A.
Carl Wilhelm Siemens
Carl Wilhelm Siemens was a 19th-century German-born British engineer and industrialist renowned for his innovations in steelmaking and furnace technology.
-
B.
Hermann von Helmholtz
Hermann von Helmholtz was a 19th-century German physician and physicist renowned for his foundational contributions to physiology, optics, acoustics, and the conservation of energy.
-
C.
James Clerk Maxwell
James Clerk Maxwell was a 19th-century Scottish physicist best known for formulating the classical theory of electromagnetism, unifying electricity, magnetism, and light into a single framework.
-
D.
Charles Proteus Steinmetz
Charles Proteus Steinmetz was a pioneering German-American electrical engineer and mathematician whose work on alternating current (AC) systems and electrical theory greatly advanced modern power engineering.
-
E.
Ernst Mach
Ernst Mach was an Austrian physicist and philosopher whose empiricist ideas about science and perception significantly shaped the development of logical positivism and modern philosophy of science.
- 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: Gustav Kirchhoff Triple: [Prussian Academy of Sciences, notableMember, Gustav Kirchhoff]
Generated description
Gustav Kirchhoff was a 19th-century German physicist best known for formulating Kirchhoff's circuit laws and making foundational contributions to spectroscopy and thermal radiation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gustav Kirchhoff Target entity description: Gustav Kirchhoff was a 19th-century German physicist best known for formulating Kirchhoff's circuit laws and making foundational contributions to spectroscopy and thermal radiation.
-
A.
Carl Wilhelm Siemens
Carl Wilhelm Siemens was a 19th-century German-born British engineer and industrialist renowned for his innovations in steelmaking and furnace technology.
-
B.
Hermann von Helmholtz
Hermann von Helmholtz was a 19th-century German physician and physicist renowned for his foundational contributions to physiology, optics, acoustics, and the conservation of energy.
-
C.
James Clerk Maxwell
James Clerk Maxwell was a 19th-century Scottish physicist best known for formulating the classical theory of electromagnetism, unifying electricity, magnetism, and light into a single framework.
-
D.
Charles Proteus Steinmetz
Charles Proteus Steinmetz was a pioneering German-American electrical engineer and mathematician whose work on alternating current (AC) systems and electrical theory greatly advanced modern power engineering.
-
E.
Ernst Mach
Ernst Mach was an Austrian physicist and philosopher whose empiricist ideas about science and perception significantly shaped the development of logical positivism and modern philosophy of science.
- 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_69a2520c0f3481908b0ed054a2fca8d0 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a257845c548190bfb49409988d1c57 |
completed | Feb. 28, 2026, 2:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2bf67902c8190b4e88c70d25439e8 |
completed | Feb. 28, 2026, 10:11 a.m. |
| NEDg | Description generation | batch_69a2bfd78fa48190b7af7a5113c1bbf6 |
completed | Feb. 28, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2c0ac71bc8190a80b2090d96c1e37 |
completed | Feb. 28, 2026, 10:17 a.m. |
Created at: Feb. 28, 2026, 2:30 a.m.