Triple

T13709472
Position Surface form Disambiguated ID Type / Status
Subject The Last Innocent Man E328730 entity
Predicate castMember P1668 FINISHED
Object John Harkins
John Harkins was an American character actor known for his numerous supporting roles in film and television from the 1960s through the 1990s.
 E1172564 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 Harkins | Statement: [The Last Innocent Man, castMember, John Harkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Harkins
Context triple: [The Last Innocent Man, castMember, John Harkins]
  • A. Paul D. Harkins
    Paul D. Harkins was a U.S. Army general best known for his World War II service under General Patton and later command of U.S. forces in Vietnam in the early 1960s.
  • B. John Hembree
    John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
  • C. Michael Hunsaker
    Michael Hunsaker is a fictional former Vietnam War comrade of Roger Murtaugh whose involvement in a dangerous heroin-smuggling operation drives much of the plot in the action film "Lethal Weapon."
  • D. Curtis Hixon
    Curtis Hixon was a prominent Tampa, Florida mayor and civic leader whose contributions to the city led to major public landmarks being named in his honor.
  • E. John Kiffmeyer
    John Kiffmeyer is an American drummer best known for being the original drummer of the punk rock band Green Day during their early years.
  • 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 Harkins
Triple: [The Last Innocent Man, castMember, John Harkins]
Generated description
John Harkins was an American character actor known for his numerous supporting roles in film and television from the 1960s through the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Harkins
Target entity description: John Harkins was an American character actor known for his numerous supporting roles in film and television from the 1960s through the 1990s.
  • A. Paul D. Harkins
    Paul D. Harkins was a U.S. Army general best known for his World War II service under General Patton and later command of U.S. forces in Vietnam in the early 1960s.
  • B. John Hembree
    John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
  • C. Michael Hunsaker
    Michael Hunsaker is a fictional former Vietnam War comrade of Roger Murtaugh whose involvement in a dangerous heroin-smuggling operation drives much of the plot in the action film "Lethal Weapon."
  • D. Curtis Hixon
    Curtis Hixon was a prominent Tampa, Florida mayor and civic leader whose contributions to the city led to major public landmarks being named in his honor.
  • E. John Kiffmeyer
    John Kiffmeyer is an American drummer best known for being the original drummer of the punk rock band Green Day during their early years.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd43949e6c8190ae5e4fa119cde33a completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff7559f0448190a992f0770ac8227a completed May 9, 2026, 5:56 p.m.
NEDg Description generation batch_69ff77d4884c81909d43e590d406feff completed May 9, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_69ff780af73c81909a98f67bd53f7348 completed May 9, 2026, 6:08 p.m.
Created at: April 9, 2026, 9:54 p.m.