Triple
T11074476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | B lymphocytes |
E261828
|
entity |
| Predicate | requiresHelpFrom |
P43085
|
FINISHED |
| Object | T helper cells |
E228561
|
NE FINISHED |
How this triple was built (3 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 cells | Statement: [B lymphocytes, requiresHelpFrom, T helper cells]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: T helper cells Context triple: [B lymphocytes, requiresHelpFrom, T helper cells]
-
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.
CD3 complex
The CD3 complex is a multi-subunit protein complex associated with the T-cell receptor that is essential for T-cell activation and signal transduction in the immune system.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresHelpFrom Context triple: [B lymphocytes, requiresHelpFrom, T helper cells]
-
A.
requiresAssistanceFrom
chosen
Indicates that one entity depends on help, support, or intervention from another entity to perform an action or fulfill a need.
-
B.
requiredBy
Indicates that one entity depends on or cannot function properly without another entity being present, completed, or satisfied.
-
C.
requires
Indicates that one entity must exist, occur, or be satisfied before another entity can exist, occur, or be carried out.
-
D.
requiresActionFrom
Indicates that one entity is obligated to perform or initiate some action in response to or as a consequence of another entity or situation.
-
E.
requiredTo
Indicates that one entity has an obligation or necessity to perform an action or satisfy a condition in relation to another entity or context.
- F. None of above.
Provenance (4 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_69d6aa9983c08190b0ef61603b69feac |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7994e32fc8190a6591d9e82b68f75 |
completed | April 9, 2026, 12:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c8cc77988190aad54f56dbd0f8cf |
completed | April 18, 2026, 6:09 p.m. |
| PD | Predicate disambiguation | batch_69d74415403c81909778bcd829e8832e |
completed | April 9, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:26 p.m.