Triple

T9914038
Position Surface form Disambiguated ID Type / Status
Subject The Last Boy Scout E185821 entity
Predicate character P662 FINISHED
Object Joe Hallenbeck
Joe Hallenbeck is a hard-boiled, wisecracking former Secret Service agent turned private detective known for his cynical outlook and relentless pursuit of justice in the action film "The Last Boy Scout."
 E881607 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: Joe Hallenbeck | Statement: [The Last Boy Scout, character, Joe Hallenbeck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joe Hallenbeck
Context triple: [The Last Boy Scout, character, Joe Hallenbeck]
  • A. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • B. Paul Hackett
    Paul Hackett is a former U.S. Marine and Iraq War veteran best known for his high-profile 2005 special election campaign as a Democratic congressional candidate in Ohio.
  • C. Joe Hassett
    Joe Hassett is a former American professional basketball player and sharpshooting guard who played in the NBA during the late 1970s and early 1980s.
  • D. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • E. Ed Hartnett
    Ed Hartnett is an American software developer best known as the creator and primary maintainer of the NetCDF-4 library widely used in scientific computing and data analysis.
  • 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: Joe Hallenbeck
Triple: [The Last Boy Scout, character, Joe Hallenbeck]
Generated description
Joe Hallenbeck is a hard-boiled, wisecracking former Secret Service agent turned private detective known for his cynical outlook and relentless pursuit of justice in the action film "The Last Boy Scout."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joe Hallenbeck
Target entity description: Joe Hallenbeck is a hard-boiled, wisecracking former Secret Service agent turned private detective known for his cynical outlook and relentless pursuit of justice in the action film "The Last Boy Scout."
  • A. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • B. Paul Hackett
    Paul Hackett is a former U.S. Marine and Iraq War veteran best known for his high-profile 2005 special election campaign as a Democratic congressional candidate in Ohio.
  • C. Joe Hassett
    Joe Hassett is a former American professional basketball player and sharpshooting guard who played in the NBA during the late 1970s and early 1980s.
  • D. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • E. Ed Hartnett
    Ed Hartnett is an American software developer best known as the creator and primary maintainer of the NetCDF-4 library widely used in scientific computing and data analysis.
  • 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_69ca829b45f481909040f7b99a1976ed completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb53ba1ac8190ba655133b81596d7 completed April 2, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbac7a42348190a86fa5a97e3d36ca completed April 12, 2026, 2:30 p.m.
NEDg Description generation batch_69dbaeb211088190a9118c71918584e5 completed April 12, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69dbaf7c999c819097a8cdf5bd82f648 completed April 12, 2026, 2:43 p.m.
Created at: March 30, 2026, 8:41 p.m.