Triple

T8408506
Position Surface form Disambiguated ID Type / Status
Subject David Thewlis E198561 entity
Predicate characterPortrayed P1507 FINISHED
Object V. M. Varga
V. M. Varga is a sinister, soft-spoken criminal mastermind and financial manipulator who serves as the primary antagonist in the third season of the television series "Fargo."
E751603 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: V. M. Varga | Statement: [David Thewlis, characterPortrayed, V. M. Varga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: V. M. Varga
Context triple: [David Thewlis, characterPortrayed, V. M. Varga]
  • A. K. Sarneczky
    K. Sarneczky is an astronomer known for discovering the trans-Neptunian object Varuna.
  • B. Imre Molnár
    Imre Molnár is the pseudonym of Imre Lakatos, a prominent Hungarian-born philosopher of mathematics and science known for his work on the methodology of scientific research programmes.
  • C. Pál Losonczi
    Pál Losonczi was a Hungarian communist politician who served as Chairman of the Presidential Council of the Hungarian People's Republic from 1967 to 1987, effectively acting as the country's head of state.
  • D. Vilmos Huszár
    Vilmos Huszár was a Hungarian-born Dutch painter and designer associated with the De Stijl movement, known for his abstract, geometric compositions and contributions to modernist art and design.
  • E. Andras Hamori
    Andras Hamori is a film producer known for his work on various international and independent movies.
  • 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: V. M. Varga
Triple: [David Thewlis, characterPortrayed, V. M. Varga]
Generated description
V. M. Varga is a sinister, soft-spoken criminal mastermind and financial manipulator who serves as the primary antagonist in the third season of the television series "Fargo."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: V. M. Varga
Target entity description: V. M. Varga is a sinister, soft-spoken criminal mastermind and financial manipulator who serves as the primary antagonist in the third season of the television series "Fargo."
  • A. K. Sarneczky
    K. Sarneczky is an astronomer known for discovering the trans-Neptunian object Varuna.
  • B. Imre Molnár
    Imre Molnár is the pseudonym of Imre Lakatos, a prominent Hungarian-born philosopher of mathematics and science known for his work on the methodology of scientific research programmes.
  • C. Pál Losonczi
    Pál Losonczi was a Hungarian communist politician who served as Chairman of the Presidential Council of the Hungarian People's Republic from 1967 to 1987, effectively acting as the country's head of state.
  • D. Vilmos Huszár
    Vilmos Huszár was a Hungarian-born Dutch painter and designer associated with the De Stijl movement, known for his abstract, geometric compositions and contributions to modernist art and design.
  • E. Andras Hamori
    Andras Hamori is a film producer known for his work on various international and independent movies.
  • 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_69ca8310df9c8190b25f16161cca3e41 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb8315a8a8819097f6da11b909b527 completed March 31, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69cef2e998c48190a112fcf5567f0056 completed April 2, 2026, 10:51 p.m.
NEDg Description generation batch_69cef4cbc0788190bf95aa8058a8d895 completed April 2, 2026, 10:59 p.m.
NED2 Entity disambiguation (via description) batch_69cef830e4e48190bf337a526cc82119 completed April 2, 2026, 11:13 p.m.
Created at: March 30, 2026, 6:05 p.m.