Triple

T22693223
Position Surface form Disambiguated ID Type / Status
Subject TDP-43 proteinopathy E561103 entity
Predicate associatedWithDisease P37 FINISHED
Object HIV-associated neurocognitive disorders
HIV-associated neurocognitive disorders are a spectrum of cognitive, motor, and behavioral impairments that occur in individuals with HIV infection due to chronic viral effects and associated neuroinflammation in the central nervous system.
E1551034 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: HIV-associated neurocognitive disorders | Statement: [TDP-43 proteinopathy, associatedWithDisease, HIV-associated neurocognitive disorders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HIV-associated neurocognitive disorders
Context triple: [TDP-43 proteinopathy, associatedWithDisease, HIV-associated neurocognitive disorders]
  • A. HIV/AIDS
    HIV/AIDS is a chronic, life-threatening disease caused by the human immunodeficiency virus, which attacks the immune system and has had profound global public health, social, and political impacts since its emergence in the late 20th century.
  • B. 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.
  • C. HIV-1
    HIV-1 is the primary virus responsible for the global HIV/AIDS pandemic, characterized by its rapid mutation and attack on the human immune system’s CD4+ T cells.
  • D. U.S. Department of Defense HIV/AIDS Prevention Program
    The U.S. Department of Defense HIV/AIDS Prevention Program is a U.S. military-led global health initiative that supports HIV prevention, care, and treatment efforts, particularly among foreign militaries and defense communities in partner countries.
  • E. Surgeon General’s Report on Acquired Immune Deficiency Syndrome
    The Surgeon General’s Report on Acquired Immune Deficiency Syndrome is a landmark 1986 U.S. public health document that provided clear, science-based information on HIV/AIDS to the American public and helped shape national awareness and policy during the early years of the epidemic.
  • 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: HIV-associated neurocognitive disorders
Triple: [TDP-43 proteinopathy, associatedWithDisease, HIV-associated neurocognitive disorders]
Generated description
HIV-associated neurocognitive disorders are a spectrum of cognitive, motor, and behavioral impairments that occur in individuals with HIV infection due to chronic viral effects and associated neuroinflammation in the central nervous system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HIV-associated neurocognitive disorders
Target entity description: HIV-associated neurocognitive disorders are a spectrum of cognitive, motor, and behavioral impairments that occur in individuals with HIV infection due to chronic viral effects and associated neuroinflammation in the central nervous system.
  • A. HIV/AIDS
    HIV/AIDS is a chronic, life-threatening disease caused by the human immunodeficiency virus, which attacks the immune system and has had profound global public health, social, and political impacts since its emergence in the late 20th century.
  • B. 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.
  • C. HIV-1
    HIV-1 is the primary virus responsible for the global HIV/AIDS pandemic, characterized by its rapid mutation and attack on the human immune system’s CD4+ T cells.
  • D. U.S. Department of Defense HIV/AIDS Prevention Program
    The U.S. Department of Defense HIV/AIDS Prevention Program is a U.S. military-led global health initiative that supports HIV prevention, care, and treatment efforts, particularly among foreign militaries and defense communities in partner countries.
  • E. Surgeon General’s Report on Acquired Immune Deficiency Syndrome
    The Surgeon General’s Report on Acquired Immune Deficiency Syndrome is a landmark 1986 U.S. public health document that provided clear, science-based information on HIV/AIDS to the American public and helped shape national awareness and policy during the early years of the epidemic.
  • 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_69e2454d71b48190a1f80af9f82b6fcf completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1789c6ae481908975b7d27e7624ac completed April 29, 2026, 3:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ece75648190a841256cf08a72f8 completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b834f488c8190bee40bd1caea0e40 completed May 18, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0b8717b65c819089d29c1802d1ed55 completed May 18, 2026, 9:39 p.m.
Created at: April 17, 2026, 3:13 p.m.