Triple

T12224887
Position Surface form Disambiguated ID Type / Status
Subject Kelly's Heroes E291323 entity
Predicate director P255 FINISHED
Object Brian G. Hutton
Brian G. Hutton was an American film director and actor best known for helming popular war and action films in the late 1960s and early 1970s.
 E1114842 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: Brian G. Hutton | Statement: [Kelly's Heroes, director, Brian G. Hutton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian G. Hutton
Context triple: [Kelly's Heroes, director, Brian G. Hutton]
  • A. Ian J. Turpin
    Ian J. Turpin is a Scottish-born businessman and financial executive best known as the husband of Luci Baines Johnson, daughter of former U.S. President Lyndon B. Johnson.
  • B. Brian L. Hinman
    Brian L. Hinman is an American technology entrepreneur and executive best known for co-founding multiple communications companies, including Polycom, and pioneering advances in voice and video conferencing.
  • C. Michael J. Duthie
    Michael J. Duthie is a publishing professional best known for serving as an editor of the periodical The Outpost.
  • D. Craig A. Stough
    Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
  • E. 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."
  • 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: Brian G. Hutton
Triple: [Kelly's Heroes, director, Brian G. Hutton]
Generated description
Brian G. Hutton was an American film director and actor best known for helming popular war and action films in the late 1960s and early 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian G. Hutton
Target entity description: Brian G. Hutton was an American film director and actor best known for helming popular war and action films in the late 1960s and early 1970s.
  • A. Ian J. Turpin
    Ian J. Turpin is a Scottish-born businessman and financial executive best known as the husband of Luci Baines Johnson, daughter of former U.S. President Lyndon B. Johnson.
  • B. Brian L. Hinman
    Brian L. Hinman is an American technology entrepreneur and executive best known for co-founding multiple communications companies, including Polycom, and pioneering advances in voice and video conferencing.
  • C. Michael J. Duthie
    Michael J. Duthie is a publishing professional best known for serving as an editor of the periodical The Outpost.
  • D. Craig A. Stough
    Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
  • E. 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."
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca11f788190bad2efb6c83ffccb completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0683b90819098864f73b6976517 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf1c0af8c81908e025bc21f4f03b3 completed May 8, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_69fdf2236fec8190a52c855428e50498 completed May 8, 2026, 2:24 p.m.
Created at: April 8, 2026, 9:51 p.m.