Triple

T11574697
Position Surface form Disambiguated ID Type / Status
Subject Betty Gabriel E274472 entity
Predicate hasRole P161 FINISHED
Object CIA officer Elizabeth Wright in Jack Ryan
CIA officer Elizabeth Wright in Jack Ryan is a high-ranking, politically savvy intelligence official who often clashes with Jack Ryan over methods while navigating the complex power dynamics of Washington and the CIA.
 E934361 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: CIA officer Elizabeth Wright in Jack Ryan | Statement: [Betty Gabriel, hasRole, CIA officer Elizabeth Wright in Jack Ryan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CIA officer Elizabeth Wright in Jack Ryan
Context triple: [Betty Gabriel, hasRole, CIA officer Elizabeth Wright in Jack Ryan]
  • A. CIA operative Fran Madison
    CIA operative Fran Madison is a fictional intelligence agent who works alongside Dr. Mark Clyne in covert operations.
  • B. Carrie Mathison
    Carrie Mathison is a brilliant but mentally unstable CIA officer and the central protagonist of the television series "Homeland," known for her obsessive dedication to preventing terrorist attacks.
  • C. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • D. Sarah Walker
    Sarah Walker is a central character in the television drama "Brothers & Sisters," known as a strong, career-driven member of the Walker family who balances corporate leadership with complex personal and family relationships.
  • E. Sarah Walker
    Sarah Walker is a highly skilled CIA agent and one of the main protagonists in the television series "Chuck," known for her espionage expertise and complex relationship with Chuck Bartowski.
  • 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: CIA officer Elizabeth Wright in Jack Ryan
Triple: [Betty Gabriel, hasRole, CIA officer Elizabeth Wright in Jack Ryan]
Generated description
CIA officer Elizabeth Wright in Jack Ryan is a high-ranking, politically savvy intelligence official who often clashes with Jack Ryan over methods while navigating the complex power dynamics of Washington and the CIA.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CIA officer Elizabeth Wright in Jack Ryan
Target entity description: CIA officer Elizabeth Wright in Jack Ryan is a high-ranking, politically savvy intelligence official who often clashes with Jack Ryan over methods while navigating the complex power dynamics of Washington and the CIA.
  • A. CIA operative Fran Madison
    CIA operative Fran Madison is a fictional intelligence agent who works alongside Dr. Mark Clyne in covert operations.
  • B. Carrie Mathison
    Carrie Mathison is a brilliant but mentally unstable CIA officer and the central protagonist of the television series "Homeland," known for her obsessive dedication to preventing terrorist attacks.
  • C. CIA officer Jacob Esterline
    Jacob Esterline was a senior CIA officer best known for helping plan and oversee covert Cold War operations, including the Bay of Pigs invasion.
  • D. Sarah Walker
    Sarah Walker is a highly skilled CIA agent and one of the main protagonists in the television series "Chuck," known for her espionage expertise and complex relationship with Chuck Bartowski.
  • E. Sarah Walker
    Sarah Walker is a central character in the television drama "Brothers & Sisters," known as a strong, career-driven member of the Walker family who balances corporate leadership with complex personal and family relationships.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713e49f508190b9bad316d68eab42 completed April 21, 2026, 6:06 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.