Triple

T1169549
Position Surface form Disambiguated ID Type / Status
Subject ALS E24881 entity
Predicate hasTreatment P4714 FINISHED
Object riluzole
Riluzole is a neuroprotective medication that modestly prolongs survival and slows disease progression in people with amyotrophic lateral sclerosis (ALS).
E133687 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: riluzole | Statement: [ALS, hasTreatment, riluzole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: riluzole
Context triple: [ALS, hasTreatment, riluzole]
  • A. Spinraza
    Spinraza is a prescription medication used to treat spinal muscular atrophy (SMA) by modifying SMN2 gene expression to increase production of survival motor neuron (SMN) protein.
  • B. rivastigmine
    Rivastigmine is a cholinesterase inhibitor medication used to manage symptoms of mild to moderate dementia, particularly in Alzheimer's and Parkinson's disease.
  • C. memantine
    Memantine is a medication that helps manage symptoms of moderate to severe Alzheimer's disease by modulating glutamate activity in the brain.
  • D. Tysabri
    Tysabri is a monoclonal antibody medication primarily used to treat relapsing forms of multiple sclerosis and Crohn’s disease.
  • E. Tecfidera
    Tecfidera is an oral disease-modifying medication used to treat relapsing forms of multiple sclerosis by reducing inflammation and relapse frequency.
  • 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: riluzole
Triple: [ALS, hasTreatment, riluzole]
Generated description
Riluzole is a neuroprotective medication that modestly prolongs survival and slows disease progression in people with amyotrophic lateral sclerosis (ALS).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: riluzole
Target entity description: Riluzole is a neuroprotective medication that modestly prolongs survival and slows disease progression in people with amyotrophic lateral sclerosis (ALS).
  • A. Spinraza
    Spinraza is a prescription medication used to treat spinal muscular atrophy (SMA) by modifying SMN2 gene expression to increase production of survival motor neuron (SMN) protein.
  • B. rivastigmine
    Rivastigmine is a cholinesterase inhibitor medication used to manage symptoms of mild to moderate dementia, particularly in Alzheimer's and Parkinson's disease.
  • C. memantine
    Memantine is a medication that helps manage symptoms of moderate to severe Alzheimer's disease by modulating glutamate activity in the brain.
  • D. Tysabri
    Tysabri is a monoclonal antibody medication primarily used to treat relapsing forms of multiple sclerosis and Crohn’s disease.
  • E. Tecfidera
    Tecfidera is an oral disease-modifying medication used to treat relapsing forms of multiple sclerosis by reducing inflammation and relapse frequency.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTreatment
Context triple: [ALS, hasTreatment, riluzole]
  • A. hasSurgery
    Indicates that a surgical procedure is performed on or undergone by an entity.
  • B. treatment chosen
    Indicates that one entity is used as a medical or therapeutic intervention to address, manage, or cure a condition affecting another entity.
  • C. treats
    Indicates that one entity provides medical care or therapeutic intervention to another entity.
  • D. hasInitialDose
    Indicates that an entity has received or is assigned a first or starting dose of a treatment, medication, or substance.
  • E. hasHumanUse
    Indicates that something is used, employed, or utilized by humans for a particular purpose or benefit.
  • 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_69a4bce821b481908bc278a3fa7973f4 completed March 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac668562788190ac5f8d081a46b2ee completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac67a07f28819096fcd7b767e07a63 completed March 7, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ac6826ef4c81909fc077bfba22b16f completed March 7, 2026, 6:02 p.m.
PD Predicate disambiguation batch_69a4bb5656948190b0b1d5446ad06005 completed March 1, 2026, 10:19 p.m.
Created at: March 1, 2026, 7:45 p.m.