Triple

T629508
Position Surface form Disambiguated ID Type / Status
Subject Alan Turing E15893 entity
Predicate employer P7 FINISHED
Object Government Code and Cypher School
The Government Code and Cypher School was the British World War II codebreaking organization, based at Bletchley Park, responsible for decrypting enemy communications and laying the foundations of modern cryptography and computing.
E78811 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: Government Code and Cypher School | Statement: [Alan Turing, employer, Government Code and Cypher School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Government Code and Cypher School
Context triple: [Alan Turing, employer, Government Code and Cypher School]
  • A. Covenant Code
    The Covenant Code is an early collection of ancient Israelite laws in the Hebrew Bible that outlines civil, ethical, and religious regulations for the community.
  • B. Black Codes
    The Black Codes were restrictive laws enacted in the post–Civil War American South to control and limit the rights and freedoms of newly emancipated African Americans.
  • C. U.S. Army Cyber School
    The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
  • D. IP Czar
    The IP Czar is the informal name for the U.S. Intellectual Property Enforcement Coordinator, a White House official responsible for overseeing and coordinating federal efforts to protect and enforce intellectual property rights.
  • E. Carnegie Mellon University Red Team
    The Carnegie Mellon University Red Team was a pioneering robotics group from Carnegie Mellon that developed autonomous vehicles and gained prominence for its strong performance in DARPA’s early self-driving car competitions.
  • 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: Government Code and Cypher School
Triple: [Alan Turing, employer, Government Code and Cypher School]
Generated description
The Government Code and Cypher School was the British World War II codebreaking organization, based at Bletchley Park, responsible for decrypting enemy communications and laying the foundations of modern cryptography and computing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Government Code and Cypher School
Target entity description: The Government Code and Cypher School was the British World War II codebreaking organization, based at Bletchley Park, responsible for decrypting enemy communications and laying the foundations of modern cryptography and computing.
  • A. Covenant Code
    The Covenant Code is an early collection of ancient Israelite laws in the Hebrew Bible that outlines civil, ethical, and religious regulations for the community.
  • B. Black Codes
    The Black Codes were restrictive laws enacted in the post–Civil War American South to control and limit the rights and freedoms of newly emancipated African Americans.
  • C. U.S. Army Cyber School
    The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
  • D. IP Czar
    The IP Czar is the informal name for the U.S. Intellectual Property Enforcement Coordinator, a White House official responsible for overseeing and coordinating federal efforts to protect and enforce intellectual property rights.
  • E. Carnegie Mellon University Red Team
    The Carnegie Mellon University Red Team was a pioneering robotics group from Carnegie Mellon that developed autonomous vehicles and gained prominence for its strong performance in DARPA’s early self-driving car competitions.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec051bc8190b3e3f8651a367d77 completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56938be6481909a8eba01f5d856c1 completed March 2, 2026, 10:40 a.m.
NEDg Description generation batch_69a569ec60a08190ad2f84dc20635621 completed March 2, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69a56a6d09cc8190959d8d2e7621041f completed March 2, 2026, 10:46 a.m.
Created at: March 1, 2026, 7:35 p.m.