Triple

T3309353
Position Surface form Disambiguated ID Type / Status
Subject Richard Armitage E69531 entity
Predicate portrayed P1668 FINISHED
Object John Thornton
John Thornton is the stern yet principled Victorian mill owner and romantic lead in Elizabeth Gaskell’s novel (and its adaptations) "North and South."
E345857 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: John Thornton | Statement: [Richard Armitage, portrayed, John Thornton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Thornton
Context triple: [Richard Armitage, portrayed, John Thornton]
  • A. Hugh Glass
    Hugh Glass was a 19th-century American frontiersman and fur trapper famed for surviving a brutal grizzly bear attack and an arduous journey of hundreds of miles to safety.
  • B. Eddie Little Sky
    Eddie Little Sky was a Native American actor known for his roles in Western films and television during the mid-20th century.
  • C. Hunkpapa Lakota
    The Hunkpapa Lakota are a Native American Lakota Sioux band historically based in the northern Great Plains, known for leaders like Sitting Bull and their resistance to U.S. expansion in the 19th century.
  • D. Little Wolf
    Little Wolf was a prominent 19th-century Northern Cheyenne chief renowned for his leadership, military skill, and efforts to secure his people's freedom and homeland.
  • E. Tall Chief
    Tall Chief is the surname of Maria Tallchief, the pioneering Native American prima ballerina who became one of the most celebrated figures in 20th-century ballet.
  • 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: John Thornton
Triple: [Richard Armitage, portrayed, John Thornton]
Generated description
John Thornton is the stern yet principled Victorian mill owner and romantic lead in Elizabeth Gaskell’s novel (and its adaptations) "North and South."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Thornton
Target entity description: John Thornton is the stern yet principled Victorian mill owner and romantic lead in Elizabeth Gaskell’s novel (and its adaptations) "North and South."
  • A. Hugh Glass
    Hugh Glass was a 19th-century American frontiersman and fur trapper famed for surviving a brutal grizzly bear attack and an arduous journey of hundreds of miles to safety.
  • B. Eddie Little Sky
    Eddie Little Sky was a Native American actor known for his roles in Western films and television during the mid-20th century.
  • C. Hunkpapa Lakota
    The Hunkpapa Lakota are a Native American Lakota Sioux band historically based in the northern Great Plains, known for leaders like Sitting Bull and their resistance to U.S. expansion in the 19th century.
  • D. Little Wolf
    Little Wolf was a prominent 19th-century Northern Cheyenne chief renowned for his leadership, military skill, and efforts to secure his people's freedom and homeland.
  • E. Tall Chief
    Tall Chief is the surname of Maria Tallchief, the pioneering Native American prima ballerina who became one of the most celebrated figures in 20th-century ballet.
  • 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_69ad859f218081909458d2cebbf57565 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0e9f33c81909cff835a83e0a657 completed March 8, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3edc0c081908a7f5c02fe18584b completed March 12, 2026, 5:12 p.m.
NEDg Description generation batch_69b2fa2ba81c8190bc86a855c59b7c2f completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b303a4cb4481908b56ee60765b5fac completed March 12, 2026, 6:19 p.m.
Created at: March 8, 2026, 3:11 p.m.