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.