Triple
T1165895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heidelberg University |
E24597
|
entity |
| Predicate | hasNotableAlumnus |
P51
|
FINISHED |
| Object | Gustav Kirchhoff |
E16963
|
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: Gustav Kirchhoff | Statement: [Heidelberg University, hasNotableAlumnus, Gustav Kirchhoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gustav Kirchhoff Context triple: [Heidelberg University, hasNotableAlumnus, Gustav Kirchhoff]
-
A.
Gustav Kirchhoff
chosen
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.
-
B.
Julius Plücker
Julius Plücker was a 19th-century German mathematician and physicist known for his pioneering work in analytic and projective geometry as well as early contributions to spectroscopy.
-
C.
Wilhelm Wien
Wilhelm Wien was a German physicist best known for formulating Wien's displacement law, which describes the shift of blackbody radiation spectra with temperature and contributed significantly to the development of quantum theory.
-
D.
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.
-
E.
Franz Ernst Neumann
Franz Ernst Neumann was a 19th-century German physicist and mathematician known for foundational contributions to mathematical physics and optics, and for mentoring influential scientists such as Gustav Kirchhoff.
- 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_69a494060e148190abb42f971242c197 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bccc62a88190882d8801908015a4 |
completed | March 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac6f17aa608190920b7df62b8dd903 |
completed | March 7, 2026, 6:31 p.m. |
Created at: March 1, 2026, 7:45 p.m.