Triple
T471703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tube Alloys programme |
E8571
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Hans von Halban
Hans von Halban was a French physicist of Austrian-Polish origin who played a significant role in early nuclear fission research and Allied atomic energy efforts during World War II.
|
E141771
|
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 von Halban | Statement: [Tube Alloys programme, keyPerson, Hans von Halban]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hans von Halban Context triple: [Tube Alloys programme, keyPerson, Hans von Halban]
-
A.
Georg-Hans Reinhardt
Georg-Hans Reinhardt was a German Wehrmacht colonel general who commanded Army Group Centre on the Eastern Front during World War II and was later convicted as a war criminal.
-
B.
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.
-
C.
Hans von Seisser
Hans von Seisser was a Bavarian police official and head of the Munich police who played a key role in opposing Adolf Hitler’s 1923 Beer Hall Putsch.
-
D.
Otto Hofmann
Otto Hofmann was a high-ranking SS official and head of the SS Race and Settlement Main Office who played a role in implementing Nazi racial policies during the Holocaust.
-
E.
Arthur Nebe
Arthur Nebe was a high-ranking Nazi SS officer and head of the Criminal Police (Kripo) who later commanded Einsatzgruppe B, participating in mass murders on the Eastern Front before becoming involved in the 20 July plot against Hitler and being executed.
- 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 von Halban Triple: [Tube Alloys programme, keyPerson, Hans von Halban]
Generated description
Hans von Halban was a French physicist of Austrian-Polish origin who played a significant role in early nuclear fission research and Allied atomic energy efforts during World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hans von Halban Target entity description: Hans von Halban was a French physicist of Austrian-Polish origin who played a significant role in early nuclear fission research and Allied atomic energy efforts during World War II.
-
A.
Georg-Hans Reinhardt
Georg-Hans Reinhardt was a German Wehrmacht colonel general who commanded Army Group Centre on the Eastern Front during World War II and was later convicted as a war criminal.
-
B.
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.
-
C.
Hans von Seisser
Hans von Seisser was a Bavarian police official and head of the Munich police who played a key role in opposing Adolf Hitler’s 1923 Beer Hall Putsch.
-
D.
Otto Hofmann
Otto Hofmann was a high-ranking SS official and head of the SS Race and Settlement Main Office who played a role in implementing Nazi racial policies during the Holocaust.
-
E.
Arthur Nebe
Arthur Nebe was a high-ranking Nazi SS officer and head of the Criminal Police (Kripo) who later commanded Einsatzgruppe B, participating in mass murders on the Eastern Front before becoming involved in the 20 July plot against Hitler and being executed.
- 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_69a2e7f3aeb48190a19453e3a043f486 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eff0ca408190958405aec2ec6f53 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f5d714c819093dfb8c3da35da4f |
completed | March 7, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69ac8fd90ea88190b154bb7d72768dae |
completed | March 7, 2026, 8:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac90412d3881909278a9a6c6536ce3 |
completed | March 7, 2026, 8:53 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.