Triple

T13700946
Position Surface form Disambiguated ID Type / Status
Subject Welcome Home (2018 film) E328514 entity
Predicate director P255 FINISHED
Object George Ratliff
George Ratliff is an American film director and screenwriter known for his work in psychological thrillers and character-driven dramas.
 E1171028 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 Ratliff | Statement: [Welcome Home (2018 film), director, George Ratliff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Ratliff
Context triple: [Welcome Home (2018 film), director, George Ratliff]
  • A. John Milledge
    John Milledge was an American politician and statesman who served as governor of Georgia and a U.S. congressman in the early 19th century.
  • B. George LaVoo
    George LaVoo is an American filmmaker and screenwriter best known for his work on independent films, including the acclaimed coming-of-age drama "Real Women Have Curves."
  • C. George Shumway
    George Shumway is a fictional character from the satirical comic strip "Ernie Pook's Comeek" by Lynda Barry.
  • D. Narvel Felts
    Narvel Felts is an American country music singer known for his smooth vocal style and a string of hits in the 1970s, including his popular cover of "Funny How Time Slips Away."
  • E. Paul Satterfield
    Paul Satterfield is a film professional known for his work as a sequence director on classic animated features such as Disney’s 1942 film "Bambi."
  • 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 Ratliff
Triple: [Welcome Home (2018 film), director, George Ratliff]
Generated description
George Ratliff is an American film director and screenwriter known for his work in psychological thrillers and character-driven dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Ratliff
Target entity description: George Ratliff is an American film director and screenwriter known for his work in psychological thrillers and character-driven dramas.
  • A. John Milledge
    John Milledge was an American politician and statesman who served as governor of Georgia and a U.S. congressman in the early 19th century.
  • B. George LaVoo
    George LaVoo is an American filmmaker and screenwriter best known for his work on independent films, including the acclaimed coming-of-age drama "Real Women Have Curves."
  • C. George Shumway
    George Shumway is a fictional character from the satirical comic strip "Ernie Pook's Comeek" by Lynda Barry.
  • D. Narvel Felts
    Narvel Felts is an American country music singer known for his smooth vocal style and a string of hits in the 1970s, including his popular cover of "Funny How Time Slips Away."
  • E. Paul Satterfield
    Paul Satterfield is a film professional known for his work as a sequence director on classic animated features such as Disney’s 1942 film "Bambi."
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc879adc88190b03f1cf815b71061 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ebeb5ec8190afef40d87c74a8a0 completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff702588908190a1b1dd1fd6a972f9 completed May 9, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff70f97eec8190a1f5affdad31f2b2 completed May 9, 2026, 5:38 p.m.
Created at: April 9, 2026, 9:54 p.m.