Triple

T2232314
Position Surface form Disambiguated ID Type / Status
Subject See No Evil, Hear No Evil E49196 entity
Predicate starring P1507 FINISHED
Object Anthony Zerbe
Anthony Zerbe is an American character actor known for his intense, often villainous roles in film and television, including appearances in projects like "See No Evil, Hear No Evil," "The Omega Man," and the James Bond film "Licence to Kill."
E248294 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: Anthony Zerbe | Statement: [See No Evil, Hear No Evil, starring, Anthony Zerbe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony Zerbe
Context triple: [See No Evil, Hear No Evil, starring, Anthony Zerbe]
  • A. D.J. Grothe
    D.J. Grothe is an American skeptic, speaker, and former president of the James Randi Educational Foundation known for promoting critical thinking and secular humanism.
  • B. Zach Shields
    Zach Shields is an American screenwriter and filmmaker known for co-writing major monster movies such as "Godzilla vs. Kong."
  • C. Tori Foles
    Tori Foles is the wife of NFL quarterback Nick Foles and is known for her advocacy and openness about living with postural orthostatic tachycardia syndrome (POTS).
  • D. Emile Haynie
    Emile Haynie is a Grammy-winning American record producer known for his work with artists such as Kanye West, Lana Del Rey, and Eminem.
  • E. Darius N. Couch
    Darius N. Couch was a Union Army major general during the American Civil War, noted for his corps command in key Eastern Theater campaigns.
  • 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: Anthony Zerbe
Triple: [See No Evil, Hear No Evil, starring, Anthony Zerbe]
Generated description
Anthony Zerbe is an American character actor known for his intense, often villainous roles in film and television, including appearances in projects like "See No Evil, Hear No Evil," "The Omega Man," and the James Bond film "Licence to Kill."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony Zerbe
Target entity description: Anthony Zerbe is an American character actor known for his intense, often villainous roles in film and television, including appearances in projects like "See No Evil, Hear No Evil," "The Omega Man," and the James Bond film "Licence to Kill."
  • A. D.J. Grothe
    D.J. Grothe is an American skeptic, speaker, and former president of the James Randi Educational Foundation known for promoting critical thinking and secular humanism.
  • B. Zach Shields
    Zach Shields is an American screenwriter and filmmaker known for co-writing major monster movies such as "Godzilla vs. Kong."
  • C. Tori Foles
    Tori Foles is the wife of NFL quarterback Nick Foles and is known for her advocacy and openness about living with postural orthostatic tachycardia syndrome (POTS).
  • D. Emile Haynie
    Emile Haynie is a Grammy-winning American record producer known for his work with artists such as Kanye West, Lana Del Rey, and Eminem.
  • E. Darius N. Couch
    Darius N. Couch was a Union Army major general during the American Civil War, noted for his corps command in key Eastern Theater campaigns.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc06d26bc8190a85ddb6312d2df08 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b001ee481909b28aea25ad7b906 completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6bbba3908190b24b6e29175cc449 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c5f6364819085aed383ab0ff8c5 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.