Triple

T6278187
Position Surface form Disambiguated ID Type / Status
Subject Drumline E140712 entity
Predicate castMember P1668 FINISHED
Object Leonard Roberts
Leonard Roberts is an American actor known for his roles in films like Drumline and TV series such as Heroes and Buffy the Vampire Slayer.
E595865 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: Leonard Roberts | Statement: [Drumline, castMember, Leonard Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonard Roberts
Context triple: [Drumline, castMember, Leonard Roberts]
  • A. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • B. Lester Matthews
    Lester Matthews was a British character actor known for his numerous supporting roles in Hollywood films from the 1930s through the 1960s.
  • C. Leon Robinson
    Leon Robinson is an American actor and singer best known for his roles in films such as "The Five Heartbeats," "Cool Runnings," and "Above the Rim."
  • D. Don Robinson
    Don Robinson is a former Major League Baseball right-handed pitcher known for his long career primarily with the Pittsburgh Pirates and his role as both a starter and reliever in the 1970s and 1980s.
  • E. Ralph Jones
    Ralph Jones is the bumbling American lounge singer who unexpectedly becomes the King of England in the comedy film "King Ralph."
  • 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: Leonard Roberts
Triple: [Drumline, castMember, Leonard Roberts]
Generated description
Leonard Roberts is an American actor known for his roles in films like Drumline and TV series such as Heroes and Buffy the Vampire Slayer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonard Roberts
Target entity description: Leonard Roberts is an American actor known for his roles in films like Drumline and TV series such as Heroes and Buffy the Vampire Slayer.
  • A. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • B. Lester Matthews
    Lester Matthews was a British character actor known for his numerous supporting roles in Hollywood films from the 1930s through the 1960s.
  • C. Leon Robinson
    Leon Robinson is an American actor and singer best known for his roles in films such as "The Five Heartbeats," "Cool Runnings," and "Above the Rim."
  • D. Don Robinson
    Don Robinson is a former Major League Baseball right-handed pitcher known for his long career primarily with the Pittsburgh Pirates and his role as both a starter and reliever in the 1970s and 1980s.
  • E. Ralph Jones
    Ralph Jones is the bumbling American lounge singer who unexpectedly becomes the King of England in the comedy film "King Ralph."
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063daec108190859d1d5dbafd5b42 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6537daf648190b40329e2a5934c09 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6547e73c88190be36da6ace9cf345 completed March 27, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69c654d0c2948190a4d586071133d759 completed March 27, 2026, 9:58 a.m.
Created at: March 22, 2026, 4:26 p.m.