Triple

T5095108
Position Surface form Disambiguated ID Type / Status
Subject Good Morning, Vietnam E114846 entity
Predicate starring P1507 FINISHED
Object Noble Willingham
Noble Willingham was an American character actor known for his numerous film and television roles, including appearances in popular productions from the 1970s through the 1990s.
E494640 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: Noble Willingham | Statement: [Good Morning, Vietnam, starring, Noble Willingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Noble Willingham
Context triple: [Good Morning, Vietnam, starring, Noble Willingham]
  • A. William Belton
    William Belton was the namesake of the city of Belton in Missouri, United States, likely a locally significant historical figure such as an early settler, landowner, or community leader.
  • B. Charles Smith Olden
    Charles Smith Olden was a 19th-century American politician who served as Governor of New Jersey and for whom the historic Drumthwacket estate was originally built.
  • C. Bartholomew Dandridge
    Bartholomew Dandridge was a colonial-era Virginian lawyer and politician who served on the Virginia Governor’s Council and was the brother-in-law of U.S. President George Washington.
  • D. Robert Fairfield
    Robert Fairfield was a Canadian architect best known for designing the iconic Stratford Festival Theatre in Stratford, Ontario.
  • E. Moses Wilkinson
    Moses Wilkinson was a blind, enslaved-turned-free Black Methodist preacher and influential Loyalist leader who guided Black refugees from the American Revolution to new settlements in Nova Scotia and later Sierra Leone.
  • 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: Noble Willingham
Triple: [Good Morning, Vietnam, starring, Noble Willingham]
Generated description
Noble Willingham was an American character actor known for his numerous film and television roles, including appearances in popular productions from the 1970s through the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Noble Willingham
Target entity description: Noble Willingham was an American character actor known for his numerous film and television roles, including appearances in popular productions from the 1970s through the 1990s.
  • A. William Belton
    William Belton was the namesake of the city of Belton in Missouri, United States, likely a locally significant historical figure such as an early settler, landowner, or community leader.
  • B. Charles Smith Olden
    Charles Smith Olden was a 19th-century American politician who served as Governor of New Jersey and for whom the historic Drumthwacket estate was originally built.
  • C. Bartholomew Dandridge
    Bartholomew Dandridge was a colonial-era Virginian lawyer and politician who served on the Virginia Governor’s Council and was the brother-in-law of U.S. President George Washington.
  • D. Robert Fairfield
    Robert Fairfield was a Canadian architect best known for designing the iconic Stratford Festival Theatre in Stratford, Ontario.
  • E. Moses Wilkinson
    Moses Wilkinson was a blind, enslaved-turned-free Black Methodist preacher and influential Loyalist leader who guided Black refugees from the American Revolution to new settlements in Nova Scotia and later Sierra Leone.
  • 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_69bd443fc49c819089629c00e311310c completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7563ad608190879a26a0bf07c3f6 completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba7b87c08190a2581c87f965fa9f completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebd1572e08190a69d0d2a35a29fc4 completed March 21, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69bebe1069248190a767d0effefed515 completed March 21, 2026, 3:49 p.m.
Created at: March 20, 2026, 1:40 p.m.