Triple

T6502874
Position Surface form Disambiguated ID Type / Status
Subject F. F. E. Yeo-Thomas E148932 entity
Predicate notableAlias P39 FINISHED
Object Agent "Shelley"
Agent "Shelley" was the wartime codename of F. F. E. Yeo-Thomas, a famed British Special Operations Executive agent renowned for his clandestine missions in occupied France during World War II.
 E600623 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: Agent "Shelley" | Statement: [F. F. E. Yeo-Thomas, notableAlias, Agent "Shelley"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Agent "Shelley"
Context triple: [F. F. E. Yeo-Thomas, notableAlias, Agent "Shelley"]
  • A. Shelly
    Shelly is a diminutive or nickname commonly used for the given name Michele.
  • B. Agent 355
    Agent 355 is a skilled and enigmatic covert operative from the Culper Ring who serves as Yorick Brown’s protector in the post-apocalyptic comic series "Y: The Last Man."
  • C. Karla
    Karla is the elusive Soviet spymaster and primary antagonist of John le Carré’s George Smiley novels, symbolizing the Cold War espionage rivalry between British intelligence and the KGB.
  • D. Luella Gear
    Luella Gear was an American actress and comedian known for her work in early 20th-century stage and film productions.
  • E. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • 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: Agent "Shelley"
Triple: [F. F. E. Yeo-Thomas, notableAlias, Agent "Shelley"]
Generated description
Agent "Shelley" was the wartime codename of F. F. E. Yeo-Thomas, a famed British Special Operations Executive agent renowned for his clandestine missions in occupied France during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Agent "Shelley"
Target entity description: Agent "Shelley" was the wartime codename of F. F. E. Yeo-Thomas, a famed British Special Operations Executive agent renowned for his clandestine missions in occupied France during World War II.
  • A. Shelly
    Shelly is a diminutive or nickname commonly used for the given name Michele.
  • B. Agent 355
    Agent 355 is a skilled and enigmatic covert operative from the Culper Ring who serves as Yorick Brown’s protector in the post-apocalyptic comic series "Y: The Last Man."
  • C. Karla
    Karla is the elusive Soviet spymaster and primary antagonist of John le Carré’s George Smiley novels, symbolizing the Cold War espionage rivalry between British intelligence and the KGB.
  • D. Luella Gear
    Luella Gear was an American actress and comedian known for her work in early 20th-century stage and film productions.
  • E. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • 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_69c687e9ad288190bae5bcac9c8ac855 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c699647ad08190ac0bfd78907d0c3b completed March 27, 2026, 2:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb3437e48190bf24d1f09780b858 completed March 27, 2026, 6:23 p.m.
NEDg Description generation batch_69c6cc96edd08190b0c0f1b49dd64160 completed March 27, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd8d15ec8190be5a8c5e3f201139 completed March 27, 2026, 6:33 p.m.
Created at: March 27, 2026, 1:42 p.m.