INDUSTRY FIELD GUIDE
Petrochemical data for AI product and source matching
Petrochemical manufacturing covers material identities that can be obscured by short internal names.
NAICS 325110 · Petrochemical Manufacturing
Petrochemical manufacturing covers material identities that can be obscured by short internal names. The Census manual defines the industry. An original record exercise can require an assistant to use the supplied identity glossary and source evidence. Census petrochemical scope
Create fictional product aliases, an explicitly defined identity table and a shipment ledger. Give two entries similar names but different identifiers. Ask which certificate answers the selected order. Include a family-level description that lacks the specific identity requested and a corrected shipment number on a later report. The reference key should reject a name-only match and retain the effective correction.
Annotate identifier, alias, material form, shipment, sample and document status. Hold out a new alias scheme with its glossary supplied for evaluation. Score unsupported identity inference separately from transcription and wrong-version errors. A complete case should allow a supported match, while an absent identifier should produce a specific evidence request.
Use invented identifiers and values rather than process instructions. Real customer specifications, proprietary production conditions and supplier reports require authority for the proposed AI use. A licensing brief should name the identity-resolution task and qualified review. Confirm buyer requirements before preparing historical records or planning additional collection.
Discuss this original manufacturing sample with Fiund
Original Fiund exercise
An alias covers a family, not the requested member
A fictional product table uses letter IDs for related material cards; no actual molecules appear.
| Record | Source | What it records |
|---|---|---|
| 1 | Identity table | Alias Clear covers P-A and P-B; suffix A or B required to distinguish. |
| 2 | Dispatch ledger | Shipment S7 says Clear; member suffix blank. |
| 3 | Buyer request | Find a shipment record explicitly identifying P-B. |
Question for the model
Does S7 satisfy the request?
Show the reference answer and checks
No. Record 2 identifies the Clear family only, while record 1 says that family covers two members. Record 3 requires explicit P-B identity. Retain the family match and flag the member as unresolved rather than choosing one based on frequency or assumption.
- Replacing a missing suffix with the most common one
- Using family equivalence as exact material identity
Fields to preserve
- family_alias
- Supports family-level lookup
- member_suffix
- Disambiguates within the family
- identity_granularity
- Prevents overclaiming a match
Test another case
Give a later correction limited to a different shipment and ensure it is not applied globally to Clear.
No real petrochemicals, isomer properties, refinery process parameters or sale claims.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.