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.