Triple

T9854864
Position Surface form Disambiguated ID Type / Status
Subject Transporter 2 E239557 entity
Predicate character P662 FINISHED
Object Jefferson Billings
Jefferson Billings is a fictional character from the action film "Transporter 2," serving as the young son of a wealthy family whom the protagonist is hired to protect.
 E834003 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: Jefferson Billings | Statement: [Transporter 2, character, Jefferson Billings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jefferson Billings
Context triple: [Transporter 2, character, Jefferson Billings]
  • A. William Janney
    William Janney was an American film actor active in the late 1920s and 1930s, known for his roles in early sound-era dramas and adventure films.
  • B. William Jackson
    William Jackson was an American soldier and statesman best known for serving as the secretary to the 1787 United States Constitutional Convention.
  • C. William H. Kirkland
    William H. Kirkland was the husband of actress and vaudeville performer June Havoc.
  • D. John Caldwell
    John Caldwell was a Union Army general best known for leading a division in the Army of the Potomac’s II Corps during the American Civil War.
  • E. Jonas Kilpatrick
    Jonas Kilpatrick is a son of former Detroit mayor Kwame Kilpatrick.
  • 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: Jefferson Billings
Triple: [Transporter 2, character, Jefferson Billings]
Generated description
Jefferson Billings is a fictional character from the action film "Transporter 2," serving as the young son of a wealthy family whom the protagonist is hired to protect.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jefferson Billings
Target entity description: Jefferson Billings is a fictional character from the action film "Transporter 2," serving as the young son of a wealthy family whom the protagonist is hired to protect.
  • A. William Janney
    William Janney was an American film actor active in the late 1920s and 1930s, known for his roles in early sound-era dramas and adventure films.
  • B. William Jackson
    William Jackson was an American soldier and statesman best known for serving as the secretary to the 1787 United States Constitutional Convention.
  • C. William H. Kirkland
    William H. Kirkland was the husband of actress and vaudeville performer June Havoc.
  • D. John Caldwell
    John Caldwell was a Union Army general best known for leading a division in the Army of the Potomac’s II Corps during the American Civil War.
  • E. Jonas Kilpatrick
    Jonas Kilpatrick is a son of former Detroit mayor Kwame Kilpatrick.
  • 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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3960fb481909c90d6d6cafc6222 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2576ba3f08190adafa5ef87e98026 completed April 5, 2026, 12:36 p.m.
NEDg Description generation batch_69d25a19f66081908dbc68eb0ad7edb3 completed April 5, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_69d25a63ab9c81908a6e7bfe157c8c14 completed April 5, 2026, 12:49 p.m.
Created at: March 30, 2026, 8:34 p.m.