Triple

T13091557
Position Surface form Disambiguated ID Type / Status
Subject Hut 8 E310473 entity
Predicate usedMethod P98 FINISHED
Object Banburismus
Banburismus was a cryptanalytic technique developed at Bletchley Park to help break German Enigma ciphers by reducing the number of keys that needed to be tested.
 E1019464 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: Banburismus | Statement: [Hut 8, usedMethod, Banburismus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Banburismus
Context triple: [Hut 8, usedMethod, Banburismus]
  • A. Bumehen
    Bumehen is a city in Iran that serves as one of the urban settlements within Pardis County, near Tehran.
  • B. Brabantic
    Brabantic is a group of closely related Dutch dialects traditionally spoken in the historical Duchy of Brabant, spanning parts of the Netherlands and Belgium.
  • C. Barooga
    Barooga is a small town in southern New South Wales, Australia, known for its Murray River location and recreational attractions such as golf courses and riverfront activities.
  • D. Kekerdom
    Kekerdom is a small village in the Dutch province of Gelderland, known for its rural landscape along the Waal River and traditional dike-side farms.
  • E. Byzacena
    Byzacena was a Roman province in North Africa, centered in what is now central and eastern Tunisia, known for its agricultural productivity and important cities such as Hadrumetum.
  • 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: Banburismus
Triple: [Hut 8, usedMethod, Banburismus]
Generated description
Banburismus was a cryptanalytic technique developed at Bletchley Park to help break German Enigma ciphers by reducing the number of keys that needed to be tested.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Banburismus
Target entity description: Banburismus was a cryptanalytic technique developed at Bletchley Park to help break German Enigma ciphers by reducing the number of keys that needed to be tested.
  • A. Bumehen
    Bumehen is a city in Iran that serves as one of the urban settlements within Pardis County, near Tehran.
  • B. Brabantic
    Brabantic is a group of closely related Dutch dialects traditionally spoken in the historical Duchy of Brabant, spanning parts of the Netherlands and Belgium.
  • C. Barooga
    Barooga is a small town in southern New South Wales, Australia, known for its Murray River location and recreational attractions such as golf courses and riverfront activities.
  • D. Kekerdom
    Kekerdom is a small village in the Dutch province of Gelderland, known for its rural landscape along the Waal River and traditional dike-side farms.
  • E. Byzacena
    Byzacena was a Roman province in North Africa, centered in what is now central and eastern Tunisia, known for its agricultural productivity and important cities such as Hadrumetum.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9813acbac8190b2fe5e07287457cf completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d61629ac8190a2dfa11951a877f0 completed May 3, 2026, 4:59 a.m.
NEDg Description generation batch_69f6d6e326408190b7906c7ea8e3ef85 completed May 3, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69f6d873b978819097962c82e8ffdac8 completed May 3, 2026, 5:09 a.m.
Created at: April 9, 2026, 9:03 p.m.