Triple

T15627866
Position Surface form Disambiguated ID Type / Status
Subject Jean Smart E375728 entity
Predicate knownForCharacter P15030 FINISHED
Object Floyd Gerhardt in Fargo (season 2)
Floyd Gerhardt in Fargo (season 2) is the tough, calculating matriarch of the Gerhardt crime family who struggles to maintain control of their Midwestern criminal empire amid escalating gang warfare.
E1167527 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: Floyd Gerhardt in Fargo (season 2) | Statement: [Jean Smart, knownForCharacter, Floyd Gerhardt in Fargo (season 2)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Floyd Gerhardt in Fargo (season 2)
Context triple: [Jean Smart, knownForCharacter, Floyd Gerhardt in Fargo (season 2)]
  • A. Boyd Crowder in Justified
    Boyd Crowder in Justified is a charismatic and morally ambiguous outlaw and sometime foil to U.S. Marshal Raylan Givens, known for his sharp intellect, philosophical monologues, and complex evolution from white supremacist criminal to nuanced antihero in the crime drama series.
  • B. Gus McCrae in Lonesome Dove
    Gus McCrae in *Lonesome Dove* is a charismatic, witty former Texas Ranger whose adventurous spirit and deep loyalty drive much of the story’s emotional core.
  • C. Randall McCoy in Hatfields & McCoys
    Randall McCoy in *Hatfields & McCoys* is the deeply religious but stubborn patriarch of the McCoy family whose feud with the neighboring Hatfields drives the central conflict of the miniseries.
  • D. Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning
    Sheriff Hoyt in *The Texas Chainsaw Massacre: The Beginning* is the sadistic, corrupt lawman who becomes a central figure in the Hewitt family's murderous reign, embodying the film’s brutal and oppressive tone.
  • E. Hunter Henderson in "Paris, Texas"
    Hunter Henderson in "Paris, Texas" is the young son of the protagonist whose tentative reconnection with his estranged father forms the emotional core of Wim Wenders' 1984 road drama.
  • 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: Floyd Gerhardt in Fargo (season 2)
Triple: [Jean Smart, knownForCharacter, Floyd Gerhardt in Fargo (season 2)]
Generated description
Floyd Gerhardt in Fargo (season 2) is the tough, calculating matriarch of the Gerhardt crime family who struggles to maintain control of their Midwestern criminal empire amid escalating gang warfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Floyd Gerhardt in Fargo (season 2)
Target entity description: Floyd Gerhardt in Fargo (season 2) is the tough, calculating matriarch of the Gerhardt crime family who struggles to maintain control of their Midwestern criminal empire amid escalating gang warfare.
  • A. Boyd Crowder in Justified
    Boyd Crowder in Justified is a charismatic and morally ambiguous outlaw and sometime foil to U.S. Marshal Raylan Givens, known for his sharp intellect, philosophical monologues, and complex evolution from white supremacist criminal to nuanced antihero in the crime drama series.
  • B. Gus McCrae in Lonesome Dove
    Gus McCrae in *Lonesome Dove* is a charismatic, witty former Texas Ranger whose adventurous spirit and deep loyalty drive much of the story’s emotional core.
  • C. Randall McCoy in Hatfields & McCoys
    Randall McCoy in *Hatfields & McCoys* is the deeply religious but stubborn patriarch of the McCoy family whose feud with the neighboring Hatfields drives the central conflict of the miniseries.
  • D. Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning
    Sheriff Hoyt in *The Texas Chainsaw Massacre: The Beginning* is the sadistic, corrupt lawman who becomes a central figure in the Hewitt family's murderous reign, embodying the film’s brutal and oppressive tone.
  • E. Hunter Henderson in "Paris, Texas"
    Hunter Henderson in "Paris, Texas" is the young son of the protagonist whose tentative reconnection with his estranged father forms the emotional core of Wim Wenders' 1984 road drama.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eb4301881908c7157227fdf79b6 completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f43191c81908c5704314a002608 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff5ffaefb4819094468ff0008740f8 completed May 9, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69ff6062f0ac819081270f270ce2f057 completed May 9, 2026, 4:27 p.m.
Created at: April 10, 2026, 4:14 a.m.