Triple

T22690601
Position Surface form Disambiguated ID Type / Status
Subject BTK E561038 entity
Predicate associatedWithDisease P37 FINISHED
Object Waldenström macroglobulinemia
Waldenström macroglobulinemia is a rare, indolent B-cell lymphoma characterized by bone marrow infiltration and excessive production of IgM monoclonal protein, leading to symptoms such as anemia, hyperviscosity, and neuropathy.
E1549335 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: Waldenström macroglobulinemia | Statement: [BTK, associatedWithDisease, Waldenström macroglobulinemia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waldenström macroglobulinemia
Context triple: [BTK, associatedWithDisease, Waldenström macroglobulinemia]
  • A. CLL
    CLL is the IATA airport code for Easterwood Airport, a regional airport serving College Station, Texas.
  • B. chronic lymphocytic leukemia
    Chronic lymphocytic leukemia is a slow-growing cancer of the blood and bone marrow characterized by an overproduction of abnormal lymphocytes, most commonly affecting older adults.
  • C. Hodgkin
    Hodgkin is a surname most famously associated with Dorothy Hodgkin, the Nobel Prize–winning British chemist who advanced the field of X-ray crystallography.
  • D. Hodgkin lymphoma
    Hodgkin lymphoma is a type of cancer that originates in the lymphatic system, characterized by the presence of abnormal Reed–Sternberg cells and often affecting lymph nodes.
  • E. non-Hodgkin lymphoma
    Non-Hodgkin lymphoma is a diverse group of blood cancers that originate in the lymphatic system from abnormal lymphocytes and can vary widely in aggressiveness and prognosis.
  • 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: Waldenström macroglobulinemia
Triple: [BTK, associatedWithDisease, Waldenström macroglobulinemia]
Generated description
Waldenström macroglobulinemia is a rare, indolent B-cell lymphoma characterized by bone marrow infiltration and excessive production of IgM monoclonal protein, leading to symptoms such as anemia, hyperviscosity, and neuropathy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waldenström macroglobulinemia
Target entity description: Waldenström macroglobulinemia is a rare, indolent B-cell lymphoma characterized by bone marrow infiltration and excessive production of IgM monoclonal protein, leading to symptoms such as anemia, hyperviscosity, and neuropathy.
  • A. CLL
    CLL is the IATA airport code for Easterwood Airport, a regional airport serving College Station, Texas.
  • B. chronic lymphocytic leukemia
    Chronic lymphocytic leukemia is a slow-growing cancer of the blood and bone marrow characterized by an overproduction of abnormal lymphocytes, most commonly affecting older adults.
  • C. Hodgkin
    Hodgkin is a surname most famously associated with Dorothy Hodgkin, the Nobel Prize–winning British chemist who advanced the field of X-ray crystallography.
  • D. Hodgkin lymphoma
    Hodgkin lymphoma is a type of cancer that originates in the lymphatic system, characterized by the presence of abnormal Reed–Sternberg cells and often affecting lymph nodes.
  • E. non-Hodgkin lymphoma
    Non-Hodgkin lymphoma is a diverse group of blood cancers that originate in the lymphatic system from abnormal lymphocytes and can vary widely in aggressiveness and prognosis.
  • 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_69f1789a1fd08190bce5fa0babe695d3 completed April 29, 2026, 3:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b73fa5a648190b90ba303d1fe2397 completed May 18, 2026, 8:18 p.m.
NEDg Description generation batch_6a0b7755eb048190ba1657a9a09bc24b completed May 18, 2026, 8:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0b780c0a4c8190b51b50c1e0e1a114 completed May 18, 2026, 8:35 p.m.
Created at: April 17, 2026, 3:13 p.m.