Triple
T19960877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NS Business Card |
E479808
|
entity |
| Predicate | relatedProduct |
P37
|
FINISHED |
| Object | NS Flex Business |
—
|
NE NERFINISHED |
How this triple was built (2 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: NS Flex Business | Statement: [NS Business Card, relatedProduct, NS Flex Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NS Flex Business Context triple: [NS Business Card, relatedProduct, NS Flex Business]
-
A.
NS Flex
chosen
NS Flex is a flexible Dutch public transport subscription service offered by Nederlandse Spoorwegen that allows travelers to pay monthly for train and other transit use without fixed ticket commitments.
-
B.
FLEX
FLEX is a global electronics manufacturing services and supply chain solutions company formerly known as Flextronics International.
-
C.
FLEX
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
-
D.
Echo Flex
Echo Flex is a compact, plug-in smart speaker from Amazon’s Echo line designed to provide Alexa voice assistant capabilities in small spaces like hallways, bathrooms, and kitchens.
-
E.
Flexity product platform
The Flexity product platform is Bombardier’s family of modular light rail and tram vehicles designed for urban and suburban public transit systems worldwide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e523c19881909f9197037200dde6 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65af4520c81909986a47289ba801e |
completed | April 20, 2026, 4:57 p.m. |
Created at: April 10, 2026, 1:54 p.m.