Triple
T10837747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bruton tyrosine kinase |
E255805
|
entity |
| Predicate | participatesInPathway |
P38196
|
FINISHED |
| Object |
Toll-like receptor signaling pathway
The Toll-like receptor signaling pathway is a key innate immune signaling cascade that detects pathogen-associated molecular patterns and activates downstream inflammatory and antiviral responses.
|
E888595
|
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: Toll-like receptor signaling pathway | Statement: [Bruton tyrosine kinase, participatesInPathway, Toll-like receptor signaling pathway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toll-like receptor signaling pathway Context triple: [Bruton tyrosine kinase, participatesInPathway, Toll-like receptor signaling pathway]
-
A.
IL-64
IL-64 is a major east–west state highway in Illinois that runs from the Mississippi River through the Chicago metropolitan area.
-
B.
Bruton tyrosine kinase
Bruton tyrosine kinase is a key signaling enzyme in B cells that plays a crucial role in their development and function and is a major therapeutic target in certain blood cancers and autoimmune diseases.
-
C.
G protein–coupled receptors
G protein–coupled receptors are a large family of membrane proteins that detect extracellular signals and activate intracellular G proteins to regulate diverse physiological processes.
-
D.
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.
-
E.
programmed cell death protein 1
Programmed cell death protein 1 (PD-1) is an immune checkpoint receptor on T cells that downregulates immune responses and promotes self-tolerance, making it a key target in cancer immunotherapy.
- 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: Toll-like receptor signaling pathway Triple: [Bruton tyrosine kinase, participatesInPathway, Toll-like receptor signaling pathway]
Generated description
The Toll-like receptor signaling pathway is a key innate immune signaling cascade that detects pathogen-associated molecular patterns and activates downstream inflammatory and antiviral responses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toll-like receptor signaling pathway Target entity description: The Toll-like receptor signaling pathway is a key innate immune signaling cascade that detects pathogen-associated molecular patterns and activates downstream inflammatory and antiviral responses.
-
A.
IL-64
IL-64 is a major east–west state highway in Illinois that runs from the Mississippi River through the Chicago metropolitan area.
-
B.
Bruton tyrosine kinase
Bruton tyrosine kinase is a key signaling enzyme in B cells that plays a crucial role in their development and function and is a major therapeutic target in certain blood cancers and autoimmune diseases.
-
C.
G protein–coupled receptors
G protein–coupled receptors are a large family of membrane proteins that detect extracellular signals and activate intracellular G proteins to regulate diverse physiological processes.
-
D.
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.
-
E.
programmed cell death protein 1
Programmed cell death protein 1 (PD-1) is an immune checkpoint receptor on T cells that downregulates immune responses and promotes self-tolerance, making it a key target in cancer immunotherapy.
- 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_69d6aa81a5d08190aa86689061d1ddd2 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d747002b3081908726901ee83d8f38 |
completed | April 9, 2026, 6:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69deb139072081908a67e76a83575c32 |
completed | April 14, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69deb41c9ae881909a3dab1292d6ddd7 |
completed | April 14, 2026, 9:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69deb4e471648190a00f3a921b5fb657 |
completed | April 14, 2026, 9:43 p.m. |
Created at: April 8, 2026, 9:19 p.m.