Triple

T16023028
Position Surface form Disambiguated ID Type / Status
Subject Leo Johnson E388649 entity
Predicate notableAction P1706 FINISHED
Object abuses his wife Shelly Johnson
Leo Johnson is a violent and abusive truck driver and criminal from the television series "Twin Peaks," known for his brutal treatment of his wife Shelly Johnson.
 E1189813 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: abuses his wife Shelly Johnson | Statement: [Leo Johnson, notableAction, abuses his wife Shelly Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: abuses his wife Shelly Johnson
Context triple: [Leo Johnson, notableAction, abuses his wife Shelly Johnson]
  • A. Abusadora
    "Abusadora" is a popular reggaeton track by Puerto Rican duo Wisin & Yandel, known for its energetic beat and club-oriented style.
  • B. Shelly Miles (divorced)
    Shelly Miles is the former wife of Scott Adams, the American cartoonist best known as the creator of the comic strip "Dilbert."
  • C. Ex-Wives
    "Ex-Wives" is the high-energy opening number of the pop musical *Six*, in which the six wives of Henry VIII introduce themselves and set up the show's premise.
  • D. participates in Stanley Kowalski’s poker games
    Steve Hubbell is a minor character in Tennessee Williams’ play "A Streetcar Named Desire," known as one of Stanley Kowalski’s poker-playing friends.
  • E. Shelly Johnson
    Shelly Johnson is an American cinematographer known for his work on major feature films and television projects.
  • 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: abuses his wife Shelly Johnson
Triple: [Leo Johnson, notableAction, abuses his wife Shelly Johnson]
Generated description
Leo Johnson is a violent and abusive truck driver and criminal from the television series "Twin Peaks," known for his brutal treatment of his wife Shelly Johnson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: abuses his wife Shelly Johnson
Target entity description: Leo Johnson is a violent and abusive truck driver and criminal from the television series "Twin Peaks," known for his brutal treatment of his wife Shelly Johnson.
  • A. Abusadora
    "Abusadora" is a popular reggaeton track by Puerto Rican duo Wisin & Yandel, known for its energetic beat and club-oriented style.
  • B. Shelly Miles (divorced)
    Shelly Miles is the former wife of Scott Adams, the American cartoonist best known as the creator of the comic strip "Dilbert."
  • C. Ex-Wives
    "Ex-Wives" is the high-energy opening number of the pop musical *Six*, in which the six wives of Henry VIII introduce themselves and set up the show's premise.
  • D. participates in Stanley Kowalski’s poker games
    Steve Hubbell is a minor character in Tennessee Williams’ play "A Streetcar Named Desire," known as one of Stanley Kowalski’s poker-playing friends.
  • E. Shelly Johnson
    Shelly Johnson is an American cinematographer known for his work on major feature films and television projects.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18324bf308190b80bb445c7911198 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf2f7c4c8190b1290ac28aad8cd0 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd065cb948190b0ad7e89a12ce535 completed May 10, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1a52de08190a7b283af83be1f42 completed May 10, 2026, 12:30 a.m.
Created at: April 10, 2026, 4:55 a.m.