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.