Triple
T10068790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BASF |
E213163
|
entity |
| Predicate | businessSegment |
P71
|
FINISHED |
| Object |
Surface Technologies
Surface Technologies is a BASF business segment focused on advanced coatings, catalysts, and surface treatment solutions for various industries.
|
E839069
|
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: Surface Technologies | Statement: [BASF, businessSegment, Surface Technologies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Surface Technologies Context triple: [BASF, businessSegment, Surface Technologies]
-
A.
Engineered Materials
Engineered Materials is a business division of Celanese Corporation that develops and supplies specialized, high-performance material solutions for industrial and consumer applications.
-
B.
Advanced Materials
Advanced Materials is a leading peer-reviewed scientific journal that publishes cutting-edge research on materials science, including nanotechnology, biomaterials, and electronic materials.
-
C.
Surface
Surface is Microsoft's line of touchscreen-based personal computing devices, including laptops, tablets, and 2-in-1 hybrids.
-
D.
Teflon
Teflon is a synthetic fluoropolymer best known for its nonstick, heat-resistant coating used on cookware and in various industrial applications.
-
E.
Metal Skin
Metal Skin is a 1994 Australian cult drama film directed by Geoffrey Wright, noted for its gritty portrayal of disaffected youth and street racing subculture.
- 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: Surface Technologies Triple: [BASF, businessSegment, Surface Technologies]
Generated description
Surface Technologies is a BASF business segment focused on advanced coatings, catalysts, and surface treatment solutions for various industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Surface Technologies Target entity description: Surface Technologies is a BASF business segment focused on advanced coatings, catalysts, and surface treatment solutions for various industries.
-
A.
Engineered Materials
Engineered Materials is a business division of Celanese Corporation that develops and supplies specialized, high-performance material solutions for industrial and consumer applications.
-
B.
Advanced Materials
Advanced Materials is a leading peer-reviewed scientific journal that publishes cutting-edge research on materials science, including nanotechnology, biomaterials, and electronic materials.
-
C.
Surface
Surface is Microsoft's line of touchscreen-based personal computing devices, including laptops, tablets, and 2-in-1 hybrids.
-
D.
Teflon
Teflon is a synthetic fluoropolymer best known for its nonstick, heat-resistant coating used on cookware and in various industrial applications.
-
E.
Metal Skin
Metal Skin is a 1994 Australian cult drama film directed by Geoffrey Wright, noted for its gritty portrayal of disaffected youth and street racing subculture.
- 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.