Triple

T18923869
Position Surface form Disambiguated ID Type / Status
Subject Anatomical Therapeutic Chemical Classification System E462927 entity
Predicate fourthLevelExample P18793 FINISHED
Object A10BA – Biguanides
A10BA – Biguanides is a subgroup of antidiabetic medications in the ATC system that primarily includes metformin and related agents used to lower blood glucose in type 2 diabetes.
E1349180 NE FINISHED

How this triple was built (5 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: A10BA – Biguanides | Statement: [Anatomical Therapeutic Chemical Classification System, fourthLevelExample, A10BA – Biguanides]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A10BA – Biguanides
Context triple: [Anatomical Therapeutic Chemical Classification System, fourthLevelExample, A10BA – Biguanides]
  • A. Farxiga
    Farxiga is a prescription SGLT2 inhibitor medication used primarily to treat type 2 diabetes and reduce the risk of cardiovascular and kidney complications.
  • B. Rybelsus
    Rybelsus is an oral semaglutide medication used to improve blood sugar control in adults with type 2 diabetes.
  • C. Januvia
    Januvia is a prescription medication (sitagliptin) used to help control blood sugar levels in adults with type 2 diabetes.
  • D. Levemir
    Levemir is a long-acting insulin analog used to help control blood sugar levels in people with diabetes.
  • E. Tresiba
    Tresiba is a long-acting insulin medication used to improve blood sugar control in people with diabetes.
  • 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: A10BA – Biguanides
Triple: [Anatomical Therapeutic Chemical Classification System, fourthLevelExample, A10BA – Biguanides]
Generated description
A10BA – Biguanides is a subgroup of antidiabetic medications in the ATC system that primarily includes metformin and related agents used to lower blood glucose in type 2 diabetes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A10BA – Biguanides
Target entity description: A10BA – Biguanides is a subgroup of antidiabetic medications in the ATC system that primarily includes metformin and related agents used to lower blood glucose in type 2 diabetes.
  • A. Farxiga
    Farxiga is a prescription SGLT2 inhibitor medication used primarily to treat type 2 diabetes and reduce the risk of cardiovascular and kidney complications.
  • B. Rybelsus
    Rybelsus is an oral semaglutide medication used to improve blood sugar control in adults with type 2 diabetes.
  • C. Januvia
    Januvia is a prescription medication (sitagliptin) used to help control blood sugar levels in adults with type 2 diabetes.
  • D. Levemir
    Levemir is a long-acting insulin analog used to help control blood sugar levels in people with diabetes.
  • E. Tresiba
    Tresiba is a long-acting insulin medication used to improve blood sugar control in people with diabetes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: fourthLevelExample
Context triple: [Anatomical Therapeutic Chemical Classification System, fourthLevelExample, A10BA – Biguanides]
  • A. fourthLevelRepresents
    Indicates that one entity serves as a fourth-level representation or abstraction of another within a hierarchical structure.
  • B. fourthTier chosen
    Indicates that one entity occupies the fourth level, rank, or tier in a hierarchical ordering or classification relative to others.
  • C. fifthLevelRepresents
    Indicates that something serves as a representation or symbolic stand-in at the fifth level within a hierarchical or multi-tiered structure.
  • D. fourthSingle
    Indicates that an entity is the fourth individual item or occurrence in a sequence, considered on its own rather than as part of a group.
  • E. thirdLevelRepresents
    Indicates that something serves as a representation or abstraction of another thing at a third level in a hierarchical or multi-level representational structure.
  • F. None of above.

Provenance (6 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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c9b549448190850d7eed4de7872b completed April 20, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05911b50a881909c3bf87dfedf99aa completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a0592ab1f948190b9e08fa514275fda completed May 14, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05930752c88190a07218a8af7c79ea completed May 14, 2026, 9:16 a.m.
PD Predicate disambiguation batch_69e4a2e9e6488190ba8df92c8058ed88 completed April 19, 2026, 9:39 a.m.
Created at: April 10, 2026, 11:59 a.m.