Triple
T13246422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SAM 28000 |
E315416
|
entity |
| Predicate | liveryDesigner |
P14573
|
FINISHED |
| Object | Raymond Loewy (scheme origin) |
E27365
|
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: Raymond Loewy (scheme origin) | Statement: [SAM 28000, liveryDesigner, Raymond Loewy (scheme origin)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raymond Loewy (scheme origin) Context triple: [SAM 28000, liveryDesigner, Raymond Loewy (scheme origin)]
-
A.
Raymond Loewy
chosen
Raymond Loewy was a pioneering industrial designer known for shaping the look of 20th-century consumer products and transportation, including iconic trains, cars, and corporate logos.
-
B.
Brooks Stevens
Brooks Stevens was an influential American industrial designer known for popularizing the concept of "planned obsolescence" and creating iconic product and automotive designs in the mid-20th century.
-
C.
Paul Rand
Paul Rand was a pioneering American graphic designer renowned for creating iconic corporate logos and shaping modern visual identity design.
-
D.
Wallace Miller
Wallace Miller was a local school district official involved in the landmark U.S. Supreme Court case Wisconsin v. Yoder concerning compulsory education and religious freedom.
-
E.
Raymond Loewy Associates
Raymond Loewy Associates was an influential industrial design firm led by Raymond Loewy, renowned for shaping mid-20th-century product, automotive, and corporate design in the United States.
- 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: liveryDesigner Context triple: [SAM 28000, liveryDesigner, Raymond Loewy (scheme origin)]
-
A.
liveryFeature
Indicates a characteristic or design element that is part of a specific livery or external appearance scheme.
-
B.
liveryColors
Indicates the specific set of colors used as the official or characteristic color scheme associated with an entity (such as a brand, organization, or vehicle).
-
C.
hasLivery
Indicates that one entity bears or displays the distinctive colors, markings, or branding (livery) associated with another entity.
-
D.
stylingTool
Indicates a tool or instrument used to style, shape, or arrange something (typically hair, clothing, or design elements).
-
E.
visualIdentityDesigner
chosen
Indicates that an entity is responsible for creating or shaping the visual identity or visual branding of another entity.
- 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_69d806b1072881909e46bd212259c5f0 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98d5c09f88190bb1566a6d8c073a6 |
completed | April 10, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ff37f7448190b9c555cae010d3b6 |
completed | May 3, 2026, 7:54 a.m. |
| PD | Predicate disambiguation | batch_69d98bcca7d88190a3e68e99ed3a29e6 |
completed | April 10, 2026, 11:46 p.m. |
Created at: April 9, 2026, 9:23 p.m.