Triple

T1172132
Position Surface form Disambiguated ID Type / Status
Subject Tysabri E24936 entity
Predicate blackBoxWarningFor P2399 FINISHED
Object progressive multifocal leukoencephalopathy
Progressive multifocal leukoencephalopathy is a rare, often fatal demyelinating brain disease caused by reactivation of the JC virus in immunocompromised individuals, leading to rapidly progressive neurological decline.
E133122 NE FINISHED

How this triple was built (5 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: progressive multifocal leukoencephalopathy | Statement: [Tysabri, blackBoxWarningFor, progressive multifocal leukoencephalopathy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: progressive multifocal leukoencephalopathy
Context triple: [Tysabri, blackBoxWarningFor, progressive multifocal leukoencephalopathy]
  • A. relapsing-remitting multiple sclerosis
    Relapsing-remitting multiple sclerosis is the most common form of multiple sclerosis, characterized by clearly defined attacks of neurological symptoms followed by periods of partial or complete recovery.
  • B. Ebola virus disease
    Ebola virus disease is a severe, often fatal illness in humans caused by infection with Ebola virus, characterized by fever, hemorrhaging, and organ failure, and known for causing major outbreaks such as the 2014–2016 West Africa epidemic.
  • C. MCI-Shirley
    MCI-Shirley is a medium- and minimum-security state prison for men located in Shirley, Massachusetts.
  • D. Leqembi
    Leqembi is an Alzheimer’s disease drug (lecanemab) that targets amyloid-beta plaques to slow cognitive decline in early-stage patients.
  • E. rVSV-ZEBOV
    rVSV-ZEBOV is an experimental recombinant vesicular stomatitis virus-based vaccine developed to protect humans against infection by the Zaire strain of the Ebola virus.
  • 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: progressive multifocal leukoencephalopathy
Triple: [Tysabri, blackBoxWarningFor, progressive multifocal leukoencephalopathy]
Generated description
Progressive multifocal leukoencephalopathy is a rare, often fatal demyelinating brain disease caused by reactivation of the JC virus in immunocompromised individuals, leading to rapidly progressive neurological decline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: progressive multifocal leukoencephalopathy
Target entity description: Progressive multifocal leukoencephalopathy is a rare, often fatal demyelinating brain disease caused by reactivation of the JC virus in immunocompromised individuals, leading to rapidly progressive neurological decline.
  • A. relapsing-remitting multiple sclerosis
    Relapsing-remitting multiple sclerosis is the most common form of multiple sclerosis, characterized by clearly defined attacks of neurological symptoms followed by periods of partial or complete recovery.
  • B. Ebola virus disease
    Ebola virus disease is a severe, often fatal illness in humans caused by infection with Ebola virus, characterized by fever, hemorrhaging, and organ failure, and known for causing major outbreaks such as the 2014–2016 West Africa epidemic.
  • C. MCI-Shirley
    MCI-Shirley is a medium- and minimum-security state prison for men located in Shirley, Massachusetts.
  • D. Leqembi
    Leqembi is an Alzheimer’s disease drug (lecanemab) that targets amyloid-beta plaques to slow cognitive decline in early-stage patients.
  • E. rVSV-ZEBOV
    rVSV-ZEBOV is an experimental recombinant vesicular stomatitis virus-based vaccine developed to protect humans against infection by the Zaire strain of the Ebola virus.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: blackBoxWarningFor
Context triple: [Tysabri, blackBoxWarningFor, progressive multifocal leukoencephalopathy]
  • A. warnsAbout chosen
    Indicates that one entity alerts or cautions another entity about a potential danger, risk, or problem.
  • B. warnedWith
    Indicates that one entity issued a warning to another entity using or accompanied by a particular medium, content, or instrument.
  • C. raisesIssue
    Indicates that one entity brings up, reports, or formally submits a concern, problem, or topic for attention to another entity or system.
  • D. protectedFor
    Indicates that something is safeguarded or preserved specifically for the benefit, use, or rights of a particular entity or purpose.
  • E. knownIssue
    Indicates that the subject has an issue or problem that is already identified, recognized, or documented.
  • F. None of above.

Provenance (6 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_69a494082a7c819095004f423f294a64 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bceb3f188190b8b767380fe5986f completed March 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac66879aec819098293c440a0e09a6 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac66fd58308190bb4cb09581d4a8de completed March 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac677e147081909d9f64884c443f82 completed March 7, 2026, 5:59 p.m.
PD Predicate disambiguation batch_69a4bb5656948190b0b1d5446ad06005 completed March 1, 2026, 10:19 p.m.
Created at: March 1, 2026, 7:45 p.m.