Triple
T23650222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NVS |
E584147
|
entity |
| Predicate | hasGICSIndustryGroup |
P90898
|
FINISHED |
| Object |
Pharmaceuticals, Biotechnology & Life Sciences
Pharmaceuticals, Biotechnology & Life Sciences is a global industry group encompassing companies that research, develop, manufacture, and market drugs, biotechnological products, and other life science innovations to diagnose, treat, and prevent diseases.
|
E1596287
|
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: Pharmaceuticals, Biotechnology & Life Sciences | Statement: [NVS, hasGICSIndustryGroup, Pharmaceuticals, Biotechnology & Life Sciences]
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: Pharmaceuticals, Biotechnology & Life Sciences Triple: [NVS, hasGICSIndustryGroup, Pharmaceuticals, Biotechnology & Life Sciences]
Generated description
Pharmaceuticals, Biotechnology & Life Sciences is a global industry group encompassing companies that research, develop, manufacture, and market drugs, biotechnological products, and other life science innovations to diagnose, treat, and prevent diseases.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasGICSIndustryGroup Context triple: [NVS, hasGICSIndustryGroup, Pharmaceuticals, Biotechnology & Life Sciences]
-
A.
hasGICSindustryGroup
chosen
Indicates that an entity is classified as belonging to a specific GICS (Global Industry Classification Standard) industry group.
-
B.
hasGICSindustry
Indicates that an entity belongs to, or is classified under, a specific GICS (Global Industry Classification Standard) industry category.
-
C.
hasGICSsector
Indicates that an entity is classified as belonging to a particular Global Industry Classification Standard (GICS) sector.
-
D.
hasGICSCode
Indicates that an entity is associated with a specific GICS (Global Industry Classification Standard) code that classifies its industry or sector.
-
E.
hasGICSSubIndustry
Indicates that an entity is classified within a specific GICS (Global Industry Classification Standard) sub-industry category.
- 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_69e248fefafc81909656921192f30e80 |
completed | April 17, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69f1b2885b408190a43dfed93309a4d6 |
completed | April 29, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0f45acbcec8190982a4a6f0b859331 |
completed | May 21, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_6a0f47336054819084117d5f59c7b7df |
completed | May 21, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0f48696d40819093e5fbeffa0b8925 |
completed | May 21, 2026, 6:01 p.m. |
| PD | Predicate disambiguation | batch_69f118d7903c8190bb590a71771e93af |
completed | April 28, 2026, 8:30 p.m. |
Created at: April 17, 2026, 6:49 p.m.