Triple

T20937708
Position Surface form Disambiguated ID Type / Status
Subject Ben Boykewich E515629 entity
Predicate associatedWith P37 FINISHED
Object Alice Valko
Alice Valko is a character from the television series "The Secret Life of the American Teenager," known for her relationship with Ben Boykewich.
E1458150 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: Alice Valko | Statement: [Ben Boykewich, associatedWith, Alice Valko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alice Valko
Context triple: [Ben Boykewich, associatedWith, Alice Valko]
  • A. Natasha Vita-More
    Natasha Vita-More is a prominent transhumanist theorist, artist, and advocate known for her work on human enhancement, life extension, and the ethical implications of emerging technologies.
  • B. Virginia Lozowick
    Virginia Lozowick was the wife of American Precisionist artist and printmaker Louis Lozowick.
  • C. Nina Fedoroff
    Nina Fedoroff is an American molecular biologist and geneticist renowned for her pioneering work on plant transposable elements and contributions to agricultural biotechnology.
  • D. Janice S. Mironov
    Janice S. Mironov is an American local politician who serves as the longtime mayor of East Windsor Township, New Jersey.
  • E. Linda Golodner
    Linda Golodner is a prominent American consumer advocate who served as a longtime leader of the National Consumers League, working to advance consumer rights, health, and safety.
  • 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: Alice Valko
Triple: [Ben Boykewich, associatedWith, Alice Valko]
Generated description
Alice Valko is a character from the television series "The Secret Life of the American Teenager," known for her relationship with Ben Boykewich.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alice Valko
Target entity description: Alice Valko is a character from the television series "The Secret Life of the American Teenager," known for her relationship with Ben Boykewich.
  • A. Natasha Vita-More
    Natasha Vita-More is a prominent transhumanist theorist, artist, and advocate known for her work on human enhancement, life extension, and the ethical implications of emerging technologies.
  • B. Virginia Lozowick
    Virginia Lozowick was the wife of American Precisionist artist and printmaker Louis Lozowick.
  • C. Nina Fedoroff
    Nina Fedoroff is an American molecular biologist and geneticist renowned for her pioneering work on plant transposable elements and contributions to agricultural biotechnology.
  • D. Janice S. Mironov
    Janice S. Mironov is an American local politician who serves as the longtime mayor of East Windsor Township, New Jersey.
  • E. Linda Golodner
    Linda Golodner is a prominent American consumer advocate who served as a longtime leader of the National Consumers League, working to advance consumer rights, health, and safety.
  • 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_69e0b4fc13408190b06868df03c5c29b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f9534cd48190a86665fb1df6b077 completed April 21, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fd65840819085742a8c45a8a012 completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a0920c37ec48190a043097a24151022 completed May 17, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_6a09219be3c48190a610062e59e05876 completed May 17, 2026, 2:02 a.m.
Created at: April 16, 2026, 12:49 p.m.