Triple

T9477937
Position Surface form Disambiguated ID Type / Status
Subject CD4+ T cells E228561 entity
Predicate differentiateInto P58356 FINISHED
Object T helper 2 cells
T helper 2 cells are a subset of CD4+ T lymphocytes that coordinate humoral immunity by promoting B cell antibody production and mediating responses against extracellular parasites and allergens.
E228561 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: T helper 2 cells | Statement: [CD4+ T cells, differentiateInto, T helper 2 cells]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: T helper 2 cells
Context triple: [CD4+ T cells, differentiateInto, T helper 2 cells]
  • A. CD4+ T cells
    CD4+ T cells are a subset of immune cells that coordinate and regulate the body’s adaptive immune response, playing a central role in defending against infections.
  • B. B lymphocytes
    B lymphocytes are a type of white blood cell central to the adaptive immune system, responsible for producing antibodies and mediating humoral immunity.
  • C. IL-17A
    IL-17A is a pro-inflammatory cytokine produced mainly by Th17 cells that plays a key role in the pathogenesis of several autoimmune and inflammatory diseases.
  • D. IL-64
    IL-64 is a major east–west state highway in Illinois that runs from the Mississippi River through the Chicago metropolitan area.
  • E. Betz cells
    Betz cells are large, pyramidal neurons in the primary motor cortex that play a key role in voluntary motor control by sending long axons to the spinal cord.
  • 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: T helper 2 cells
Triple: [CD4+ T cells, differentiateInto, T helper 2 cells]
Generated description
T helper 2 cells are a subset of CD4+ T lymphocytes that coordinate humoral immunity by promoting B cell antibody production and mediating responses against extracellular parasites and allergens.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: T helper 2 cells
Target entity description: T helper 2 cells are a subset of CD4+ T lymphocytes that coordinate humoral immunity by promoting B cell antibody production and mediating responses against extracellular parasites and allergens.
  • A. CD4+ T cells chosen
    CD4+ T cells are a subset of immune cells that coordinate and regulate the body’s adaptive immune response, playing a central role in defending against infections.
  • B. B lymphocytes
    B lymphocytes are a type of white blood cell central to the adaptive immune system, responsible for producing antibodies and mediating humoral immunity.
  • C. IL-17A
    IL-17A is a pro-inflammatory cytokine produced mainly by Th17 cells that plays a key role in the pathogenesis of several autoimmune and inflammatory diseases.
  • D. IL-64
    IL-64 is a major east–west state highway in Illinois that runs from the Mississippi River through the Chicago metropolitan area.
  • E. Betz cells
    Betz cells are large, pyramidal neurons in the primary motor cortex that play a key role in voluntary motor control by sending long axons to the spinal cord.
  • F. None of above.

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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd801386948190890133f622ff360b completed April 1, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12ceb52088190a03963a762c7d30d completed April 4, 2026, 3:23 p.m.
NEDg Description generation batch_69d12de7e14c8190b32b96847aafcabb completed April 4, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69d12e4077a4819094e86eb0de69b2ed completed April 4, 2026, 3:29 p.m.
Created at: March 30, 2026, 7:54 p.m.