Triple

T9113072
Position Surface form Disambiguated ID Type / Status
Subject Joan Clarke E218650 entity
Predicate memberOf P10 FINISHED
Object Hut 8 team
The Hut 8 team was a group of British codebreakers at Bletchley Park during World War II, led by Alan Turing, who focused on deciphering German naval Enigma communications.
 E779123 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: Hut 8 team | Statement: [Joan Clarke, memberOf, Hut 8 team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hut 8 team
Context triple: [Joan Clarke, memberOf, Hut 8 team]
  • A. J-Squad
    J-Squad is an elite military unit in the science fiction film "Edge of Tomorrow," known for its battle-hardened soldiers who fight against an alien invasion.
  • B. Racket Squad
    Racket Squad was an American television crime drama series from the early 1950s that focused on exposing and dramatizing real-life confidence schemes and swindles.
  • C. Eagle Squad
    Eagle Squad is a specialized rapid-response unit of the Islamabad Capital Territory Police focused on high-mobility patrolling and crime prevention.
  • D. Alpha Team
    Alpha Team is an elite U.S. Army special operations unit featured in the television series "The Unit," known for undertaking covert and high-risk missions.
  • E. Jarl Squad
    Jarl Squad is the costumed Viking leadership group that leads the torchlit procession and festivities at the annual Up Helly Aa fire festival in Shetland, Scotland.
  • 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: Hut 8 team
Triple: [Joan Clarke, memberOf, Hut 8 team]
Generated description
The Hut 8 team was a group of British codebreakers at Bletchley Park during World War II, led by Alan Turing, who focused on deciphering German naval Enigma communications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hut 8 team
Target entity description: The Hut 8 team was a group of British codebreakers at Bletchley Park during World War II, led by Alan Turing, who focused on deciphering German naval Enigma communications.
  • A. J-Squad
    J-Squad is an elite military unit in the science fiction film "Edge of Tomorrow," known for its battle-hardened soldiers who fight against an alien invasion.
  • B. Racket Squad
    Racket Squad was an American television crime drama series from the early 1950s that focused on exposing and dramatizing real-life confidence schemes and swindles.
  • C. Eagle Squad
    Eagle Squad is a specialized rapid-response unit of the Islamabad Capital Territory Police focused on high-mobility patrolling and crime prevention.
  • D. Alpha Team
    Alpha Team is an elite U.S. Army special operations unit featured in the television series "The Unit," known for undertaking covert and high-risk missions.
  • E. Jarl Squad
    Jarl Squad is the costumed Viking leadership group that leads the torchlit procession and festivities at the annual Up Helly Aa fire festival in Shetland, Scotland.
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca84b0a048190964f560f78e27cce completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d03052716c8190835b0d3357a29ce5 completed April 3, 2026, 9:25 p.m.
NEDg Description generation batch_69d0316f47c88190920843b469d15069 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032778adc8190a087497507a6e1ca completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:16 p.m.