Triple
T10415970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PPG Industries |
E245516
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
PPG Industrial Coatings
PPG Industrial Coatings is a division of PPG Industries that specializes in manufacturing and supplying protective and decorative coatings for industrial and commercial applications.
|
E245516
|
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: PPG Industrial Coatings | Statement: [PPG Industries, hasDivision, PPG Industrial Coatings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PPG Industrial Coatings Context triple: [PPG Industries, hasDivision, PPG Industrial Coatings]
-
A.
PPG Industries
PPG Industries is a global American company specializing in paints, coatings, and specialty materials for industrial, commercial, and consumer markets.
-
B.
BASF Coatings
BASF Coatings is a BASF subsidiary specializing in the development and production of automotive, industrial, and decorative coating solutions.
-
C.
PPG
PPG is the IATA airport code for Pago Pago International Airport, the main air gateway to American Samoa.
-
D.
Sigma Coatings
Sigma Coatings is a well-known global paint and protective coatings brand owned by PPG Industries, specializing in high-performance industrial and marine coatings.
-
E.
Saint-Gobain
Saint-Gobain is a major French multinational corporation specializing in the production and distribution of construction materials and high-performance solutions for buildings and industry.
- 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: PPG Industrial Coatings Triple: [PPG Industries, hasDivision, PPG Industrial Coatings]
Generated description
PPG Industrial Coatings is a division of PPG Industries that specializes in manufacturing and supplying protective and decorative coatings for industrial and commercial applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PPG Industrial Coatings Target entity description: PPG Industrial Coatings is a division of PPG Industries that specializes in manufacturing and supplying protective and decorative coatings for industrial and commercial applications.
-
A.
PPG Industries
chosen
PPG Industries is a global American company specializing in paints, coatings, and specialty materials for industrial, commercial, and consumer markets.
-
B.
BASF Coatings
BASF Coatings is a BASF subsidiary specializing in the development and production of automotive, industrial, and decorative coating solutions.
-
C.
PPG
PPG is the IATA airport code for Pago Pago International Airport, the main air gateway to American Samoa.
-
D.
Sigma Coatings
Sigma Coatings is a well-known global paint and protective coatings brand owned by PPG Industries, specializing in high-performance industrial and marine coatings.
-
E.
Saint-Gobain
Saint-Gobain is a major French multinational corporation specializing in the production and distribution of construction materials and high-performance solutions for buildings and industry.
- F. None of above.
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_69d381be340c8190b05998703d42d224 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4ea108fec8190819423630888fa2b |
completed | April 7, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87e9b86648190b83eb5261c9a7b97 |
completed | April 10, 2026, 4:37 a.m. |
| NEDg | Description generation | batch_69d8837e70508190b03e8983b2617eac |
completed | April 10, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d889cc40648190a1d80b955e676ea5 |
completed | April 10, 2026, 5:25 a.m. |
Created at: April 6, 2026, 12:10 p.m.