Triple

T20937683
Position Surface form Disambiguated ID Type / Status
Subject Ben Boykewich E515629 entity
Predicate familyName P18 FINISHED
Object Boykewich
Boykewich is a surname most notably associated with the fictional character Ben Boykewich from the television series "The Secret Life of the American Teenager."
 E1458297 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: Boykewich | Statement: [Ben Boykewich, familyName, Boykewich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boykewich
Context triple: [Ben Boykewich, familyName, Boykewich]
  • A. Burtka
    Burtka is a surname most prominently associated with American actor and chef David Burtka and his family.
  • B. Bochek
    Bochek is a water slide attraction at the infamous Action Park amusement and water park in New Jersey.
  • C. Korchinsky
    Korchinsky is a character from the British crime film "Tiger Bay," involved in the central dramatic events of the story.
  • D. Kortchmar
    Kortchmar is the surname of Danny Kortchmar, an American guitarist, songwriter, and producer known for his work with major rock and singer-songwriter artists.
  • E. Blecharczyk
    Blecharczyk is the surname of Nathan Blecharczyk, the American billionaire entrepreneur and co-founder of Airbnb.
  • 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: Boykewich
Triple: [Ben Boykewich, familyName, Boykewich]
Generated description
Boykewich is a surname most notably associated with the fictional character Ben Boykewich from the television series "The Secret Life of the American Teenager."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boykewich
Target entity description: Boykewich is a surname most notably associated with the fictional character Ben Boykewich from the television series "The Secret Life of the American Teenager."
  • A. Burtka
    Burtka is a surname most prominently associated with American actor and chef David Burtka and his family.
  • B. Bochek
    Bochek is a water slide attraction at the infamous Action Park amusement and water park in New Jersey.
  • C. Korchinsky
    Korchinsky is a character from the British crime film "Tiger Bay," involved in the central dramatic events of the story.
  • D. Kortchmar
    Kortchmar is the surname of Danny Kortchmar, an American guitarist, songwriter, and producer known for his work with major rock and singer-songwriter artists.
  • E. Blecharczyk
    Blecharczyk is the surname of Nathan Blecharczyk, the American billionaire entrepreneur and co-founder of Airbnb.
  • 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_6a091fd48254819087ec2fd127b76670 completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a0921692ed481908b270da66f0c884b completed May 17, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0921f0b2b88190976611d53068db80 completed May 17, 2026, 2:03 a.m.
Created at: April 16, 2026, 12:49 p.m.