Triple

T14519922
Position Surface form Disambiguated ID Type / Status
Subject Sudden Impact E340623 entity
Predicate screenwriter P2831 FINISHED
Object Joseph Stinson
Joseph Stinson is an American screenwriter best known for writing the Clint Eastwood film "Sudden Impact," the fourth installment in the Dirty Harry series.
E1183045 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: Joseph Stinson | Statement: [Sudden Impact, screenwriter, Joseph Stinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Stinson
Context triple: [Sudden Impact, screenwriter, Joseph Stinson]
  • A. Fenton Stevens
    Fenton Stevens is the surname of British actor and comedian Michael Fenton Stevens, known for his work in television, radio, and comedy.
  • B. Charles Ennis
    Charles Ennis was the individual in whose honor the architecturally significant Ennis House in Los Angeles was named.
  • C. Charles Horvath
    Charles Horvath was an American actor and stuntman known for his rugged roles in Westerns and action films.
  • D. Alanson Shearer
    Alanson Shearer was an early local figure of significance in Michigan, likely a pioneer settler or landowner, after whom the village of Alanson, Michigan, was named.
  • E. Charles Heerey
    Charles Heerey was a Catholic prelate and missionary bishop who played a significant role in the hierarchy of the Church in Nigeria.
  • 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: Joseph Stinson
Triple: [Sudden Impact, screenwriter, Joseph Stinson]
Generated description
Joseph Stinson is an American screenwriter best known for writing the Clint Eastwood film "Sudden Impact," the fourth installment in the Dirty Harry series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Stinson
Target entity description: Joseph Stinson is an American screenwriter best known for writing the Clint Eastwood film "Sudden Impact," the fourth installment in the Dirty Harry series.
  • A. Fenton Stevens
    Fenton Stevens is the surname of British actor and comedian Michael Fenton Stevens, known for his work in television, radio, and comedy.
  • B. Charles Ennis
    Charles Ennis was the individual in whose honor the architecturally significant Ennis House in Los Angeles was named.
  • C. Charles Horvath
    Charles Horvath was an American actor and stuntman known for his rugged roles in Westerns and action films.
  • D. Alanson Shearer
    Alanson Shearer was an early local figure of significance in Michigan, likely a pioneer settler or landowner, after whom the village of Alanson, Michigan, was named.
  • E. Charles Heerey
    Charles Heerey was a Catholic prelate and missionary bishop who played a significant role in the hierarchy of the Church in Nigeria.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de9a70b15c81908773633e989ef704 completed April 14, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb02d84d881909aa8a1a3653d37bf completed May 9, 2026, 10:07 p.m.
NEDg Description generation batch_69ffb25001d08190abcabfb6ce0e1029 completed May 9, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffb2ab22dc8190b8cb0403ec0a09c4 completed May 9, 2026, 10:18 p.m.
Created at: April 10, 2026, 1:22 a.m.