Triple

T11680740
Position Surface form Disambiguated ID Type / Status
Subject The Last of the Finest E277607 entity
Predicate screenwriter P2831 FINISHED
Object George Armitage
George Armitage is an American film director and screenwriter best known for cult favorites like "Miami Blues" and "Grosse Pointe Blank."
 E970106 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: George Armitage | Statement: [The Last of the Finest, screenwriter, George Armitage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Armitage
Context triple: [The Last of the Finest, screenwriter, George Armitage]
  • A. William Ross
    William Ross is an American composer, orchestrator, and conductor known for his work on numerous film scores and collaborations with major Hollywood productions.
  • B. Robert Armstrong
    Robert Armstrong is a common name shared by several notable individuals, including an American actor famous for his role in the 1933 film "King Kong" and a U.S. politician who served as a senator from Texas.
  • C. John L. Lumley
    John L. Lumley was a prominent American fluid dynamicist known for his pioneering contributions to the understanding and modeling of turbulence.
  • D. Arthur Henderson
    Arthur Henderson was a prominent British Labour politician and Nobel Peace Prize laureate who served multiple times as leader of the Labour Party and as Foreign Secretary.
  • E. George Daniel Weaver
    George Daniel Weaver, better known as Buck Weaver, was an American third baseman for the Chicago White Sox and one of the players banned from Major League Baseball for life following the 1919 Black Sox scandal.
  • 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: George Armitage
Triple: [The Last of the Finest, screenwriter, George Armitage]
Generated description
George Armitage is an American film director and screenwriter best known for cult favorites like "Miami Blues" and "Grosse Pointe Blank."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Armitage
Target entity description: George Armitage is an American film director and screenwriter best known for cult favorites like "Miami Blues" and "Grosse Pointe Blank."
  • A. William Ross
    William Ross is an American composer, orchestrator, and conductor known for his work on numerous film scores and collaborations with major Hollywood productions.
  • B. Robert Armstrong
    Robert Armstrong is a common name shared by several notable individuals, including an American actor famous for his role in the 1933 film "King Kong" and a U.S. politician who served as a senator from Texas.
  • C. John L. Lumley
    John L. Lumley was a prominent American fluid dynamicist known for his pioneering contributions to the understanding and modeling of turbulence.
  • D. Arthur Henderson
    Arthur Henderson was a prominent British Labour politician and Nobel Peace Prize laureate who served multiple times as leader of the Labour Party and as Foreign Secretary.
  • E. George Daniel Weaver
    George Daniel Weaver, better known as Buck Weaver, was an American third baseman for the Chicago White Sox and one of the players banned from Major League Baseball for life following the 1919 Black Sox scandal.
  • 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_69d6aafd0a448190b44da30af8c6c519 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a461b0908190bef4e1c6777affcf completed April 10, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69f60a527dc08190a3ce08ddedaa5753 completed May 2, 2026, 2:29 p.m.
NEDg Description generation batch_69f60cca20f48190b8e6e591144f252e completed May 2, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:40 p.m.