Triple

T2924581
Position Surface form Disambiguated ID Type / Status
Subject Government Code and Cypher School E78811 entity
Predicate usedTechnology P98 FINISHED
Object Bombe machines
Bombe machines were electro-mechanical devices used during World War II to help decrypt German Enigma-encrypted communications by automating the search for cipher settings.
E310474 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: Bombe machines | Statement: [Government Code and Cypher School, usedTechnology, Bombe machines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bombe machines
Context triple: [Government Code and Cypher School, usedTechnology, Bombe machines]
  • A. X-Gerät
    X-Gerät was an advanced World War II German radio navigation and bombing guidance system used by the Luftwaffe for precision night bombing.
  • B. Gatling guns
    Gatling guns are early rapid-fire, hand-cranked machine guns that revolutionized 19th-century warfare by dramatically increasing infantry firepower.
  • C. Paris Gun
    The Paris Gun was a long-range German artillery piece used in World War I to bombard Paris from unprecedented distances.
  • D. Automat
    "Automat" is a 1927 oil painting by American realist artist Edward Hopper, depicting a solitary woman seated in a self-service restaurant under stark electric light, emblematic of urban isolation and modern alienation.
  • E. Machine Gun
    "Machine Gun" is the 1974 debut studio album by American funk and soul band the Commodores, known for its energetic instrumental title track and establishing the group's signature sound.
  • 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: Bombe machines
Triple: [Government Code and Cypher School, usedTechnology, Bombe machines]
Generated description
Bombe machines were electro-mechanical devices used during World War II to help decrypt German Enigma-encrypted communications by automating the search for cipher settings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bombe machines
Target entity description: Bombe machines were electro-mechanical devices used during World War II to help decrypt German Enigma-encrypted communications by automating the search for cipher settings.
  • A. X-Gerät
    X-Gerät was an advanced World War II German radio navigation and bombing guidance system used by the Luftwaffe for precision night bombing.
  • B. Gatling guns
    Gatling guns are early rapid-fire, hand-cranked machine guns that revolutionized 19th-century warfare by dramatically increasing infantry firepower.
  • C. Paris Gun
    The Paris Gun was a long-range German artillery piece used in World War I to bombard Paris from unprecedented distances.
  • D. Automat
    "Automat" is a 1927 oil painting by American realist artist Edward Hopper, depicting a solitary woman seated in a self-service restaurant under stark electric light, emblematic of urban isolation and modern alienation.
  • E. Machine Gun
    "Machine Gun" is the 1974 debut studio album by American funk and soul band the Commodores, known for its energetic instrumental title track and establishing the group's signature sound.
  • 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_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97bf2df88190bd4f1e90d4656507 completed March 8, 2026, 3:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0563a81788190b94fab34e41a76e7 completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b062a0f74c8190943739f4cda3c614 completed March 10, 2026, 6:27 p.m.
NED2 Entity disambiguation (via description) batch_69b0631e65e88190bd425222c60637db completed March 10, 2026, 6:29 p.m.
Created at: March 8, 2026, 2:55 p.m.