Triple
T10068789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BASF |
E213163
|
entity |
| Predicate | businessSegment |
P71
|
FINISHED |
| Object |
Industrial Solutions
Industrial Solutions is a BASF business segment that provides specialized chemical products and system solutions for industrial applications across various sectors.
|
E839068
|
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: Industrial Solutions | Statement: [BASF, businessSegment, Industrial Solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Industrial Solutions Context triple: [BASF, businessSegment, Industrial Solutions]
-
A.
Industrial Scientific
Industrial Scientific is a company specializing in gas detection and workplace safety technologies for industrial environments.
-
B.
Commercial Solutions
Commercial Solutions is a Newell Brands business segment that provides professional-grade products and services for commercial, industrial, and institutional customers.
-
C.
Industrial Technology and Packaging
Industrial Technology and Packaging is an academic department at Cal Poly’s Orfalea College of Business that focuses on applied industrial technologies, operations, and packaging systems for business and manufacturing environments.
-
D.
Corporate Solutions
Corporate Solutions is the commercial insurance arm of Swiss Re, providing risk transfer and insurance products to large and mid-sized corporate clients worldwide.
-
E.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
- 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: Industrial Solutions Triple: [BASF, businessSegment, Industrial Solutions]
Generated description
Industrial Solutions is a BASF business segment that provides specialized chemical products and system solutions for industrial applications across various sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Industrial Solutions Target entity description: Industrial Solutions is a BASF business segment that provides specialized chemical products and system solutions for industrial applications across various sectors.
-
A.
Industrial Scientific
Industrial Scientific is a company specializing in gas detection and workplace safety technologies for industrial environments.
-
B.
Commercial Solutions
Commercial Solutions is a Newell Brands business segment that provides professional-grade products and services for commercial, industrial, and institutional customers.
-
C.
Industrial Technology and Packaging
Industrial Technology and Packaging is an academic department at Cal Poly’s Orfalea College of Business that focuses on applied industrial technologies, operations, and packaging systems for business and manufacturing environments.
-
D.
Corporate Solutions
Corporate Solutions is the commercial insurance arm of Swiss Re, providing risk transfer and insurance products to large and mid-sized corporate clients worldwide.
-
E.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
- 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_69ca83977128819084084eb7d1d8c52a |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdcff8d9c08190bc030f1dcc696310 |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29a96fc888190aec7cd364a0d7fb1 |
completed | April 5, 2026, 5:23 p.m. |
| NEDg | Description generation | batch_69d29b985e308190a6ec3966e02f429c |
completed | April 5, 2026, 5:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29c5f64c881909aa3d093422fe475 |
completed | April 5, 2026, 5:31 p.m. |
Created at: March 30, 2026, 8:58 p.m.