Triple

T21955672
Position Surface form Disambiguated ID Type / Status
Subject Sergeant Bilko E542180 entity
Predicate familyName P18 FINISHED
Object Bilko
Bilko is the surname of the fictional U.S. Army motor pool sergeant and fast-talking con man from the classic television comedy "The Phil Silvers Show."
 E1510943 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: Bilko | Statement: [Sergeant Bilko, familyName, Bilko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bilko
Context triple: [Sergeant Bilko, familyName, Bilko]
  • A. Brykalski
    Brykalski was a Polish military officer who commanded the defending forces during the World War II Battle of Wizna, often called the “Polish Thermopylae.”
  • B. Bryc
    Bryc is an alternative spelling of the given name Bryce, typically used as a modern or stylistic variant.
  • C. Bucyk
    Bucyk is the surname of John Paul Bucyk, a Hall of Fame Canadian ice hockey player best known for his long career with the Boston Bruins.
  • D. Bilu
    Bilu was a pioneering Jewish movement of young idealists in the late 19th century who immigrated to Ottoman Palestine to establish agricultural settlements and promote Zionist ideals.
  • E. Burtka
    Burtka is a surname most prominently associated with American actor and chef David Burtka and his family.
  • 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: Bilko
Triple: [Sergeant Bilko, familyName, Bilko]
Generated description
Bilko is the surname of the fictional U.S. Army motor pool sergeant and fast-talking con man from the classic television comedy "The Phil Silvers Show."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bilko
Target entity description: Bilko is the surname of the fictional U.S. Army motor pool sergeant and fast-talking con man from the classic television comedy "The Phil Silvers Show."
  • A. Brykalski
    Brykalski was a Polish military officer who commanded the defending forces during the World War II Battle of Wizna, often called the “Polish Thermopylae.”
  • B. Bryc
    Bryc is an alternative spelling of the given name Bryce, typically used as a modern or stylistic variant.
  • C. Bucyk
    Bucyk is the surname of John Paul Bucyk, a Hall of Fame Canadian ice hockey player best known for his long career with the Boston Bruins.
  • D. Bilu
    Bilu was a pioneering Jewish movement of young idealists in the late 19th century who immigrated to Ottoman Palestine to establish agricultural settlements and promote Zionist ideals.
  • E. Burtka
    Burtka is a surname most prominently associated with American actor and chef David Burtka and his family.
  • 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_69e0c47ef0e48190a50e1bcc43f4b3fd completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1243f46dc819097e4a1849af7fba4 completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a670672b481908b92e15245212e64 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67c29848819080860f13b4c9697b completed May 18, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0a686a0f208190977890119ffcff79 completed May 18, 2026, 1:16 a.m.
Created at: April 16, 2026, 7:59 p.m.