Triple

T12115577
Position Surface form Disambiguated ID Type / Status
Subject Lester Nygaard E288549 entity
Predicate enemy P4567 FINISHED
Object Lorne Malvo
Lorne Malvo is a ruthless, manipulative hitman and the primary antagonist in the first season of the television series "Fargo."
 E962602 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: Lorne Malvo | Statement: [Lester Nygaard, enemy, Lorne Malvo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lorne Malvo
Context triple: [Lester Nygaard, enemy, Lorne Malvo]
  • A. Albert Lambreaux
    Albert Lambreaux is a fictional Mardi Gras Indian chief and community leader in post-Katrina New Orleans from the television drama series "Treme."
  • B. Colonel Woodrow Dolarhyde
    Colonel Woodrow Dolarhyde is a tough, authoritarian cattle baron and former Civil War officer who becomes a key leader in the fight against an alien invasion in the film "Cowboys & Aliens."
  • C. Michael Ripps
    Michael Ripps is a film editor known for his work on the movie "Stakeout."
  • D. Gabriel Harris
    Gabriel Harris is an American percussionist and musician best known for his work with his mother, folk singer and activist Joan Baez, as well as other world and folk music artists.
  • E. Ed Kemper
    Ed Kemper is an American serial killer and necrophile, known for murdering his grandparents, mother, and several young women in the 1960s and 1970s, and for later cooperating extensively with FBI profilers.
  • 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: Lorne Malvo
Triple: [Lester Nygaard, enemy, Lorne Malvo]
Generated description
Lorne Malvo is a ruthless, manipulative hitman and the primary antagonist in the first season of the television series "Fargo."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lorne Malvo
Target entity description: Lorne Malvo is a ruthless, manipulative hitman and the primary antagonist in the first season of the television series "Fargo."
  • A. Albert Lambreaux
    Albert Lambreaux is a fictional Mardi Gras Indian chief and community leader in post-Katrina New Orleans from the television drama series "Treme."
  • B. Colonel Woodrow Dolarhyde
    Colonel Woodrow Dolarhyde is a tough, authoritarian cattle baron and former Civil War officer who becomes a key leader in the fight against an alien invasion in the film "Cowboys & Aliens."
  • C. Michael Ripps
    Michael Ripps is a film editor known for his work on the movie "Stakeout."
  • D. Gabriel Harris
    Gabriel Harris is an American percussionist and musician best known for his work with his mother, folk singer and activist Joan Baez, as well as other world and folk music artists.
  • E. Ed Kemper
    Ed Kemper is an American serial killer and necrophile, known for murdering his grandparents, mother, and several young women in the 1960s and 1970s, and for later cooperating extensively with FBI profilers.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9156921dc8190aa132b0ab3a7c184 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f67f9c30819089305d5d42210c34 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeeeb2081908191b1c2d1c2fbfd completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:49 p.m.