Triple

T23128482
Position Surface form Disambiguated ID Type / Status
Subject Willow Rosenberg E577101 entity
Predicate loveInterest P7325 FINISHED
Object Kennedy
Kennedy is a potential Slayer and later romantic partner of Willow Rosenberg in the television series "Buffy the Vampire Slayer."
E1571150 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: Kennedy | Statement: [Willow Rosenberg, loveInterest, Kennedy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kennedy
Context triple: [Willow Rosenberg, loveInterest, Kennedy]
  • A. Kennedy
    Kennedy is a prominent Irish-American political and public-service family best known for producing U.S. President John F. Kennedy and numerous other influential politicians.
  • B. Kennedy
    Kennedy is a given name shared by various notable individuals across fields such as politics, music, and entertainment.
  • C. Kennedy
    Kennedy is a vast rural federal electoral division in Queensland, Australia, known for encompassing remote outback communities and mining towns.
  • D. Kennedy
    Kennedy is a scholar associated with the field of Classics, likely known for significant contributions to classical studies or literature.
  • E. JFK
    JFK is a 1991 political thriller film directed by Oliver Stone that explores the conspiracy theories surrounding the assassination of U.S. President John F. Kennedy.
  • 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: Kennedy
Triple: [Willow Rosenberg, loveInterest, Kennedy]
Generated description
Kennedy is a potential Slayer and later romantic partner of Willow Rosenberg in the television series "Buffy the Vampire Slayer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kennedy
Target entity description: Kennedy is a potential Slayer and later romantic partner of Willow Rosenberg in the television series "Buffy the Vampire Slayer."
  • A. Kennedy
    Kennedy is a prominent Irish-American political and public-service family best known for producing U.S. President John F. Kennedy and numerous other influential politicians.
  • B. Kennedy
    Kennedy is a given name shared by various notable individuals across fields such as politics, music, and entertainment.
  • C. Kennedy
    Kennedy is a vast rural federal electoral division in Queensland, Australia, known for encompassing remote outback communities and mining towns.
  • D. Kennedy
    Kennedy is a scholar associated with the field of Classics, likely known for significant contributions to classical studies or literature.
  • E. JFK
    JFK is John F. Kennedy International Airport, a major international air travel hub serving New York City.
  • 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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e857b40819081f9df03fff64d48 completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23f606048190943cc7d879ffcfa2 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271f3c24819093f04fc69ae90160 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c27e86440819089fae3350b29d722 completed May 19, 2026, 9:05 a.m.
Created at: April 17, 2026, 4 p.m.