Triple
T4392571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | non-Hodgkin lymphoma |
E99398
|
entity |
| Predicate | isStagedBy |
P56352
|
FINISHED |
| Object |
Lugano classification
The Lugano classification is a standardized system used to stage and assess the extent of non-Hodgkin lymphoma and other lymphomas in clinical practice and research.
|
E436081
|
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: Lugano classification | Statement: [non-Hodgkin lymphoma, isStagedBy, Lugano classification]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lugano classification Context triple: [non-Hodgkin lymphoma, isStagedBy, Lugano classification]
-
A.
Bianchi classification
Bianchi classification is a scheme in general relativity that categorizes three-dimensional Lie algebras (and corresponding homogeneous cosmological models) into distinct types based on their symmetry properties.
-
B.
APG III classification
APG III classification is a widely used modern system for classifying flowering plants based on molecular phylogenetic evidence, developed by the Angiosperm Phylogeny Group.
-
C.
Graves classification
Graves classification is a Bordeaux wine classification system that ranks and recognizes the quality of wines produced in the Graves region of Bordeaux, France.
-
D.
Praeger-Kavanagh-Waterbury
Praeger-Kavanagh-Waterbury was an American architectural firm best known for designing New York’s Shea Stadium.
-
E.
CLCS
CLCS is a United Nations body of experts that evaluates and makes recommendations on coastal states’ claims to the outer limits of their continental shelves under the UN Convention on the Law of the Sea.
- 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: Lugano classification Triple: [non-Hodgkin lymphoma, isStagedBy, Lugano classification]
Generated description
The Lugano classification is a standardized system used to stage and assess the extent of non-Hodgkin lymphoma and other lymphomas in clinical practice and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lugano classification Target entity description: The Lugano classification is a standardized system used to stage and assess the extent of non-Hodgkin lymphoma and other lymphomas in clinical practice and research.
-
A.
Bianchi classification
Bianchi classification is a scheme in general relativity that categorizes three-dimensional Lie algebras (and corresponding homogeneous cosmological models) into distinct types based on their symmetry properties.
-
B.
APG III classification
APG III classification is a widely used modern system for classifying flowering plants based on molecular phylogenetic evidence, developed by the Angiosperm Phylogeny Group.
-
C.
Graves classification
Graves classification is a Bordeaux wine classification system that ranks and recognizes the quality of wines produced in the Graves region of Bordeaux, France.
-
D.
Praeger-Kavanagh-Waterbury
Praeger-Kavanagh-Waterbury was an American architectural firm best known for designing New York’s Shea Stadium.
-
E.
CLCS
CLCS is a United Nations body of experts that evaluates and makes recommendations on coastal states’ claims to the outer limits of their continental shelves under the UN Convention on the Law of the Sea.
- 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35640269c8190a88fc6b59070561b |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e53385508190ac1261c44672070b |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e666bcbc819083bbb60309d689e7 |
completed | March 14, 2026, 10:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e6c780248190a2101f35f47ae374 |
completed | March 14, 2026, 10:52 p.m. |
Created at: March 12, 2026, 11:19 p.m.