Triple
T2442973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shockley–Queisser limit |
E53321
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Hans Queisser
Hans Queisser was a German physicist renowned for his pioneering work in semiconductor physics and solar cell efficiency, most notably through the formulation of the Shockley–Queisser limit.
|
E267411
|
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: Hans Queisser | Statement: [Shockley–Queisser limit, namedAfter, Hans Queisser]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hans Queisser Context triple: [Shockley–Queisser limit, namedAfter, Hans Queisser]
-
A.
Hans Wiegel
Hans Wiegel is a prominent Dutch liberal politician who served as leader of the VVD and as Deputy Prime Minister of the Netherlands in the late 20th century.
-
B.
Gerhard Doerfer
Gerhard Doerfer was a German linguist renowned for his critical work on Turkic and other Central Asian languages and for his influential rejection of the proposed Altaic language family.
-
C.
Erhard Schmidt
Erhard Schmidt was a German mathematician known for his foundational work in functional analysis and the theory of Hilbert spaces.
-
D.
Peter Joachim Fröhlich
Peter Joachim Fröhlich, better known as Peter Gay, was a German-born American historian and educator renowned for his influential works on the Enlightenment, the bourgeois experience, and the history of psychoanalysis.
-
E.
Eberhard Schöngarth
Eberhard Schöngarth was a high-ranking Nazi SS and police leader involved in war crimes and the Holocaust, including participation in the Wannsee Conference.
- 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: Hans Queisser Triple: [Shockley–Queisser limit, namedAfter, Hans Queisser]
Generated description
Hans Queisser was a German physicist renowned for his pioneering work in semiconductor physics and solar cell efficiency, most notably through the formulation of the Shockley–Queisser limit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hans Queisser Target entity description: Hans Queisser was a German physicist renowned for his pioneering work in semiconductor physics and solar cell efficiency, most notably through the formulation of the Shockley–Queisser limit.
-
A.
Hans Wiegel
Hans Wiegel is a prominent Dutch liberal politician who served as leader of the VVD and as Deputy Prime Minister of the Netherlands in the late 20th century.
-
B.
Gerhard Doerfer
Gerhard Doerfer was a German linguist renowned for his critical work on Turkic and other Central Asian languages and for his influential rejection of the proposed Altaic language family.
-
C.
Erhard Schmidt
Erhard Schmidt was a German mathematician known for his foundational work in functional analysis and the theory of Hilbert spaces.
-
D.
Peter Joachim Fröhlich
Peter Joachim Fröhlich, better known as Peter Gay, was a German-born American historian and educator renowned for his influential works on the Enlightenment, the bourgeois experience, and the history of psychoanalysis.
-
E.
Eberhard Schöngarth
Eberhard Schöngarth was a high-ranking Nazi SS and police leader involved in war crimes and the Holocaust, including participation in the Wannsee Conference.
- 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_69ab495b6dac8190ac82661aa1452222 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abca20d2088190846162b85472d739 |
completed | March 7, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0b768f8819084fb74a3a2643cb8 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef5de0e4c8190af460b7e2fb2a5eb |
completed | March 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef68a6a18819097876fea0120103b |
completed | March 9, 2026, 4:34 p.m. |
Created at: March 6, 2026, 9:43 p.m.