Triple

T11465585
Position Surface form Disambiguated ID Type / Status
Subject Ozark E271771 entity
Predicate character P662 FINISHED
Object Ruth Langmore
Ruth Langmore is a tough, sharp-witted young criminal from a poor Missouri family in the TV series "Ozark," known for her fierce loyalty, volatile temper, and complex relationship with the Byrde family.
E941306 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: Ruth Langmore | Statement: [Ozark, character, Ruth Langmore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruth Langmore
Context triple: [Ozark, character, Ruth Langmore]
  • A. Ruth Hussey
    Ruth Hussey was an American actress best known for her sharp-witted supporting roles in classic Hollywood films of the 1930s and 1940s, including her Oscar-nominated performance in "The Philadelphia Story."
  • B. Meryl Burbank
    Meryl Burbank is a central character in the film "The Truman Show," portrayed as Truman's wife who secretly works as an actress complicit in the fabricated reality surrounding his life.
  • C. Lucille Bliss
    Lucille Bliss was an American voice actress best known for her work in classic animated films and television, including early Disney productions and the original Smurfs series.
  • D. Helen Sullivan Crothers
    Helen Sullivan Crothers was the longtime wife of American actor and musician Scatman Crothers, with whom she shared a decades-long marriage until his death.
  • E. Lynn Thorndike
    Lynn Thorndike was an influential American historian of medieval science and magic, best known for his monumental multi-volume work "A History of Magic and Experimental Science."
  • 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: Ruth Langmore
Triple: [Ozark, character, Ruth Langmore]
Generated description
Ruth Langmore is a tough, sharp-witted young criminal from a poor Missouri family in the TV series "Ozark," known for her fierce loyalty, volatile temper, and complex relationship with the Byrde family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruth Langmore
Target entity description: Ruth Langmore is a tough, sharp-witted young criminal from a poor Missouri family in the TV series "Ozark," known for her fierce loyalty, volatile temper, and complex relationship with the Byrde family.
  • A. Ruth Hussey
    Ruth Hussey was an American actress best known for her sharp-witted supporting roles in classic Hollywood films of the 1930s and 1940s, including her Oscar-nominated performance in "The Philadelphia Story."
  • B. Meryl Burbank
    Meryl Burbank is a central character in the film "The Truman Show," portrayed as Truman's wife who secretly works as an actress complicit in the fabricated reality surrounding his life.
  • C. Lucille Bliss
    Lucille Bliss was an American voice actress best known for her work in classic animated films and television, including early Disney productions and the original Smurfs series.
  • D. Helen Sullivan Crothers
    Helen Sullivan Crothers was the longtime wife of American actor and musician Scatman Crothers, with whom she shared a decades-long marriage until his death.
  • E. Lynn Thorndike
    Lynn Thorndike was an influential American historian of medieval science and magic, best known for his monumental multi-volume work "A History of Magic and Experimental Science."
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d822f5eb988190b309b8e309f6d1a5 completed April 9, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ef8201715c819090cbd7c1e3068bdd completed April 27, 2026, 3:34 p.m.
NEDg Description generation batch_69ef96ab29d48190b225504856007384 completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efd64bfa7081909715aa64d80fadf3 completed April 27, 2026, 9:34 p.m.
Created at: April 8, 2026, 9:35 p.m.