Triple

T17723763
Position Surface form Disambiguated ID Type / Status
Subject Bruce Abbott E442405 entity
Predicate notableRole P22 FINISHED
Object Judge Nicholas Marshall in Dark Justice
Judge Nicholas Marshall in Dark Justice is the main character of the early-1990s crime drama series, a former judge who turns vigilante to deliver justice outside a legal system he believes has failed.
E1283452 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: Judge Nicholas Marshall in Dark Justice | Statement: [Bruce Abbott, notableRole, Judge Nicholas Marshall in Dark Justice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Judge Nicholas Marshall in Dark Justice
Context triple: [Bruce Abbott, notableRole, Judge Nicholas Marshall in Dark Justice]
  • A. Judge Ross Bannick
    Judge Ross Bannick is a respected but secretly murderous Florida judge who serves as the elusive serial-killer antagonist in John Grisham’s thriller novel *The Judge’s List*.
  • B. Judge Mathis
    Judge Mathis is a long-running American arbitration-based reality court show featuring former Michigan judge Greg Mathis presiding over small-claims disputes.
  • C. Judge Tyrone Kipler
    Judge Tyrone Kipler is a fictional judge featured in John Grisham’s legal drama "The Rainmaker," known for presiding over key courtroom proceedings in the story.
  • D. Judge Chris de Jager
    Judge Chris de Jager is a South African jurist who served on the Truth and Reconciliation Commission’s Amnesty Committee, adjudicating applications for amnesty related to apartheid-era crimes.
  • E. Judge Brack
    Judge Brack is a calculating, socially influential judge who serves as a manipulative antagonist in Henrik Ibsen’s play "Hedda Gabler."
  • 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: Judge Nicholas Marshall in Dark Justice
Triple: [Bruce Abbott, notableRole, Judge Nicholas Marshall in Dark Justice]
Generated description
Judge Nicholas Marshall in Dark Justice is the main character of the early-1990s crime drama series, a former judge who turns vigilante to deliver justice outside a legal system he believes has failed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Judge Nicholas Marshall in Dark Justice
Target entity description: Judge Nicholas Marshall in Dark Justice is the main character of the early-1990s crime drama series, a former judge who turns vigilante to deliver justice outside a legal system he believes has failed.
  • A. Judge Ross Bannick
    Judge Ross Bannick is a respected but secretly murderous Florida judge who serves as the elusive serial-killer antagonist in John Grisham’s thriller novel *The Judge’s List*.
  • B. Judge Mathis
    Judge Mathis is a long-running American arbitration-based reality court show featuring former Michigan judge Greg Mathis presiding over small-claims disputes.
  • C. Judge Tyrone Kipler
    Judge Tyrone Kipler is a fictional judge featured in John Grisham’s legal drama "The Rainmaker," known for presiding over key courtroom proceedings in the story.
  • D. Judge Chris de Jager
    Judge Chris de Jager is a South African jurist who served on the Truth and Reconciliation Commission’s Amnesty Committee, adjudicating applications for amnesty related to apartheid-era crimes.
  • E. Judge Brack
    Judge Brack is a calculating, socially influential judge who serves as a manipulative antagonist in Henrik Ibsen’s play "Hedda Gabler."
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4748900608190bf5ba04415edaffc completed April 19, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0230300f548190b9e3bdb6570446ff completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a02315558cc8190829599a78de8eee2 completed May 11, 2026, 7:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0231e54c308190af6f80f42848536d completed May 11, 2026, 7:45 p.m.
Created at: April 10, 2026, 10:07 a.m.