Triple

T14521027
Position Surface form Disambiguated ID Type / Status
Subject Dark Waters E340650 entity
Predicate basedOn P98 FINISHED
Object Robert Bilott
Robert Bilott is an American environmental attorney renowned for exposing DuPont’s long-term pollution with toxic chemicals, a story dramatized in the film "Dark Waters."
E1105115 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: Robert Bilott | Statement: [Dark Waters, basedOn, Robert Bilott]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Bilott
Context triple: [Dark Waters, basedOn, Robert Bilott]
  • A. Albert Wigand
    Albert Wigand was a German botanist and plant physiologist known for his work on plant morphology and his opposition to Darwin’s theory of evolution.
  • B. John M. Perkins
    John M. Perkins is an American Christian minister, civil rights activist, and community development leader known for his work in racial reconciliation and founding the Christian Community Development Association.
  • C. Bryan Mills
    Bryan Mills is the highly skilled former CIA operative and fiercely protective father portrayed by Liam Neeson in the Taken film series.
  • D. Jeffrey Wigand
    Jeffrey Wigand is an American former tobacco executive turned whistleblower who exposed health risks and corporate misconduct in the cigarette industry, most famously depicted in the film "The Insider."
  • E. Mark Whitacre
    Mark Whitacre is a real-life American whistleblower and former corporate executive whose story of exposing price-fixing at Archer Daniels Midland was dramatized in the film "The Informant!".
  • 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: Robert Bilott
Triple: [Dark Waters, basedOn, Robert Bilott]
Generated description
Robert Bilott is an American environmental attorney renowned for exposing DuPont’s long-term pollution with toxic chemicals, a story dramatized in the film "Dark Waters."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Bilott
Target entity description: Robert Bilott is an American environmental attorney renowned for exposing DuPont’s long-term pollution with toxic chemicals, a story dramatized in the film "Dark Waters."
  • A. Albert Wigand
    Albert Wigand was a German botanist and plant physiologist known for his work on plant morphology and his opposition to Darwin’s theory of evolution.
  • B. John M. Perkins
    John M. Perkins is an American Christian minister, civil rights activist, and community development leader known for his work in racial reconciliation and founding the Christian Community Development Association.
  • C. Bryan Mills
    Bryan Mills is the highly skilled former CIA operative and fiercely protective father portrayed by Liam Neeson in the Taken film series.
  • D. Jeffrey Wigand
    Jeffrey Wigand is an American former tobacco executive turned whistleblower who exposed health risks and corporate misconduct in the cigarette industry, most famously depicted in the film "The Insider."
  • E. Mark Whitacre
    Mark Whitacre is a real-life American whistleblower and former corporate executive whose story of exposing price-fixing at Archer Daniels Midland was dramatized in the film "The Informant!".
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de9a72cff08190878b4bed9b0b5eb5 completed April 14, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a4da6908190a3e2cae16f6240d9 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7bc384b88190bdf562e68b0c44f6 completed May 8, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69fd7c2260808190bced99ed86e8fd4b completed May 8, 2026, 6:01 a.m.
Created at: April 10, 2026, 1:22 a.m.