Triple

T2371047
Position Surface form Disambiguated ID Type / Status
Subject Rituxan E46089 entity
Predicate combinationRegimen P32682 FINISHED
Object R-CHOP
R-CHOP is a standard chemotherapy regimen combining rituximab with multiple cytotoxic drugs, commonly used to treat non-Hodgkin lymphoma.
E261830 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: R-CHOP | Statement: [Rituxan, combinationRegimen, R-CHOP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: R-CHOP
Context triple: [Rituxan, combinationRegimen, R-CHOP]
  • A. Alimta
    Alimta is a chemotherapy drug (pemetrexed) primarily used to treat malignant pleural mesothelioma and non-small cell lung cancer.
  • B. Rituxan
    Rituxan is a monoclonal antibody drug (rituximab) widely used to treat certain blood cancers and autoimmune diseases by targeting the CD20 protein on B cells.
  • C. Xeloda
    Xeloda is an oral chemotherapy drug (capecitabine) commonly used to treat various cancers, including colorectal and breast cancer.
  • D. Imbruvica
    Imbruvica is a targeted cancer therapy (a Bruton's tyrosine kinase inhibitor) used primarily to treat certain types of blood cancers such as mantle cell lymphoma and chronic lymphocytic leukemia.
  • E. bortezomib
    Bortezomib is a proteasome inhibitor chemotherapy drug primarily used in the treatment of multiple myeloma and certain types of lymphoma.
  • 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: R-CHOP
Triple: [Rituxan, combinationRegimen, R-CHOP]
Generated description
R-CHOP is a standard chemotherapy regimen combining rituximab with multiple cytotoxic drugs, commonly used to treat non-Hodgkin lymphoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: R-CHOP
Target entity description: R-CHOP is a standard chemotherapy regimen combining rituximab with multiple cytotoxic drugs, commonly used to treat non-Hodgkin lymphoma.
  • A. Alimta
    Alimta is a chemotherapy drug (pemetrexed) primarily used to treat malignant pleural mesothelioma and non-small cell lung cancer.
  • B. Rituxan
    Rituxan is a monoclonal antibody drug (rituximab) widely used to treat certain blood cancers and autoimmune diseases by targeting the CD20 protein on B cells.
  • C. Xeloda
    Xeloda is an oral chemotherapy drug (capecitabine) commonly used to treat various cancers, including colorectal and breast cancer.
  • D. Imbruvica
    Imbruvica is a targeted cancer therapy (a Bruton's tyrosine kinase inhibitor) used primarily to treat certain types of blood cancers such as mantle cell lymphoma and chronic lymphocytic leukemia.
  • E. bortezomib
    Bortezomib is a proteasome inhibitor chemotherapy drug primarily used in the treatment of multiple myeloma and certain types of lymphoma.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: combinationRegimen
Context triple: [Rituxan, combinationRegimen, R-CHOP]
  • A. doseRegimen
    Indicates the specific schedule, frequency, and amount with which a dose of a substance or medication is to be administered.
  • B. hasDosingRegimen
    Indicates that an entity is associated with a specific dosing regimen, defining how and when a dose is to be administered.
  • C. administeredAlongside chosen
    Indicates that one treatment, drug, or intervention is given or applied at the same time as another.
  • D. isProdrugOf
    Indicates that one substance is a precursor form that is metabolized in the body to produce the active form of another substance.
  • E. hasLoadingDoseRegimen
    Indicates that an entity is associated with a specific initial (loading) dosing regimen administered to rapidly achieve a desired therapeutic level.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc76f5aec8190867d621e6849258c completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8a2b1448190b19179cf379993ee completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac6b13ac81909042dddef15ec924 completed March 9, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69aead16b0a881909103e26053cfad84 completed March 9, 2026, 11:20 a.m.
PD Predicate disambiguation batch_69abc59b88348190a2d6c08f69974117 completed March 7, 2026, 6:28 a.m.
Created at: March 4, 2026, 7:56 p.m.