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.