Triple

T12029800
Position Surface form Disambiguated ID Type / Status
Subject Johnny Lee E286373 entity
Predicate birthName P65 FINISHED
Object John Lee Ham
John Lee Ham, better known by his stage name Johnny Lee, is an American country music singer famous for his 1980 hit "Lookin' for Love."
E959932 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: John Lee Ham | Statement: [Johnny Lee, birthName, John Lee Ham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Lee Ham
Context triple: [Johnny Lee, birthName, John Lee Ham]
  • A. Cliff Gorman
    Cliff Gorman was an American actor best known for his Tony Award-winning performance in the original Broadway production of "Lenny" and for his character roles in film and television.
  • B. Keith David
    Keith David is an American actor and voice actor known for his deep, resonant voice and roles in films such as "The Thing," "They Live," and "Platoon," as well as extensive work in animation and video games.
  • C. Julian Glover
    Julian Glover is an English actor known for prominent roles in films such as "Indiana Jones and the Last Crusade," "The Empire Strikes Back," and "For Your Eyes Only," as well as in television series like "Game of Thrones."
  • D. David Ogden Stiers
    David Ogden Stiers was an American actor and voice actor best known for his Emmy-nominated role as Major Charles Emerson Winchester III on the television series M*A*S*H and for his extensive work in animated films.
  • E. Richard Chew
    Richard Chew is an American film editor best known for his Academy Award–winning work on influential films such as Star Wars: Episode IV – A New Hope.
  • 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: John Lee Ham
Triple: [Johnny Lee, birthName, John Lee Ham]
Generated description
John Lee Ham, better known by his stage name Johnny Lee, is an American country music singer famous for his 1980 hit "Lookin' for Love."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Lee Ham
Target entity description: John Lee Ham, better known by his stage name Johnny Lee, is an American country music singer famous for his 1980 hit "Lookin' for Love."
  • A. Cliff Gorman
    Cliff Gorman was an American actor best known for his Tony Award-winning performance in the original Broadway production of "Lenny" and for his character roles in film and television.
  • B. Keith David
    Keith David is an American actor and voice actor known for his deep, resonant voice and roles in films such as "The Thing," "They Live," and "Platoon," as well as extensive work in animation and video games.
  • C. Julian Glover
    Julian Glover is an English actor known for prominent roles in films such as "Indiana Jones and the Last Crusade," "The Empire Strikes Back," and "For Your Eyes Only," as well as in television series like "Game of Thrones."
  • D. David Ogden Stiers
    David Ogden Stiers was an American actor and voice actor best known for his Emmy-nominated role as Major Charles Emerson Winchester III on the television series M*A*S*H and for his extensive work in animated films.
  • E. Richard Chew
    Richard Chew is an American film editor best known for his Academy Award–winning work on influential films such as Star Wars: Episode IV – A New Hope.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f24490819092ec911d6ed8e24b completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b8d37ec81908d4a1668e932ca5b completed May 1, 2026, 11:16 a.m.
NEDg Description generation batch_69f48fc8c09c81908b6004eac8bb1c9e completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495fbfa2481908a1d757a27909d5a completed May 1, 2026, 12:01 p.m.
Created at: April 8, 2026, 9:47 p.m.