Triple

T5160993
Position Surface form Disambiguated ID Type / Status
Subject Hodgkin lymphoma E116434 entity
Predicate treatedWith P2367 FINISHED
Object BEACOPP regimen
The BEACOPP regimen is an intensive multi-drug chemotherapy protocol used primarily for advanced-stage Hodgkin lymphoma.
E499491 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: BEACOPP regimen | Statement: [Hodgkin lymphoma, treatedWith, BEACOPP regimen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BEACOPP regimen
Context triple: [Hodgkin lymphoma, treatedWith, BEACOPP regimen]
  • A. R-CHOP
    R-CHOP is a standard chemotherapy regimen combining rituximab with multiple cytotoxic drugs, commonly used to treat non-Hodgkin lymphoma.
  • B. Alimta
    Alimta is a chemotherapy drug (pemetrexed) primarily used to treat malignant pleural mesothelioma and non-small cell lung cancer.
  • C. cyclophosphamide
    Cyclophosphamide is a widely used alkylating chemotherapy and immunosuppressive drug commonly employed in the treatment of cancers and autoimmune diseases.
  • D. REGN-EB3
    REGN-EB3 is a monoclonal antibody cocktail developed by Regeneron to treat Ebola virus disease, shown to significantly reduce mortality in clinical trials.
  • E. 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.
  • 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: BEACOPP regimen
Triple: [Hodgkin lymphoma, treatedWith, BEACOPP regimen]
Generated description
The BEACOPP regimen is an intensive multi-drug chemotherapy protocol used primarily for advanced-stage Hodgkin lymphoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BEACOPP regimen
Target entity description: The BEACOPP regimen is an intensive multi-drug chemotherapy protocol used primarily for advanced-stage Hodgkin lymphoma.
  • A. R-CHOP
    R-CHOP is a standard chemotherapy regimen combining rituximab with multiple cytotoxic drugs, commonly used to treat non-Hodgkin lymphoma.
  • B. Alimta
    Alimta is a chemotherapy drug (pemetrexed) primarily used to treat malignant pleural mesothelioma and non-small cell lung cancer.
  • C. cyclophosphamide
    Cyclophosphamide is a widely used alkylating chemotherapy and immunosuppressive drug commonly employed in the treatment of cancers and autoimmune diseases.
  • D. REGN-EB3
    REGN-EB3 is a monoclonal antibody cocktail developed by Regeneron to treat Ebola virus disease, shown to significantly reduce mortality in clinical trials.
  • E. 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.
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79073a54819080cd1e8de6fe906a completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed92b3ab48190900cf5c246dba433 completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda3bfee08190a6e1d8b06739cade completed March 21, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69beda93175481908c79010c7fe6897e completed March 21, 2026, 5:51 p.m.
Created at: March 20, 2026, 1:44 p.m.