Triple
T9078456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rose Lorkowski |
E217548
|
entity |
| Predicate | startsBusiness |
P21206
|
FINISHED |
| Object | Sunshine Cleaning |
E25535
|
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: Sunshine Cleaning | Statement: [Rose Lorkowski, startsBusiness, Sunshine Cleaning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunshine Cleaning Context triple: [Rose Lorkowski, startsBusiness, Sunshine Cleaning]
-
A.
Sunshine Cleaning
chosen
Sunshine Cleaning is a 2008 indie dramedy film about two sisters who start a crime-scene cleanup business, starring Amy Adams and Emily Blunt.
-
B.
Jefferson Cleaners
Jefferson Cleaners is the dry-cleaning business owned and operated by George Jefferson in the television series "All in the Family" and its spin-off "The Jeffersons."
-
C.
United CleanPlus
United CleanPlus is United Airlines’ enhanced health and safety program focused on elevated cleaning, disinfection, and wellness standards throughout the travel experience.
-
D.
Laundry Service
"Laundry Service" is the breakthrough 2001 studio album by Colombian singer Shakira that marked her successful crossover into the English-language pop market.
-
E.
Diversey
Diversey is a Chicago Transit Authority 'L' station on the Brown Line located in the Lincoln Park/Lakeview area of Chicago.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: startsBusiness Context triple: [Rose Lorkowski, startsBusiness, Sunshine Cleaning]
-
A.
startedBusinessWith
Indicates that two or more entities jointly initiated or founded a business together.
-
B.
hasBusiness
chosen
Indicates that one entity owns, operates, or is formally associated with a business entity.
-
C.
supportsBusiness
Indicates that one entity provides assistance, resources, or services that help another entity operate, grow, or succeed in its business activities.
-
D.
laterBusinessBase
Indicates that one business entity serves as the subsequent or successor base of operations relative to another business entity.
-
E.
eligibleBusinessType
Indicates that a business entity qualifies under specified criteria to be considered an eligible type for a particular program, rule, or context.
- F. None of above.
Provenance (4 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_69ca83d6c14c8190bc056d927f00a2a2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc95c7d3688190a4c1c6a92965eae4 |
completed | April 1, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d017baebb881908cfecd3438a17166 |
completed | April 3, 2026, 7:40 p.m. |
| PD | Predicate disambiguation | batch_69cc65fa79bc81908b46f05c8bba920f |
completed | April 1, 2026, 12:25 a.m. |
Created at: March 30, 2026, 7:12 p.m.