Triple
T4892099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NS |
E109586
|
entity |
| Predicate | operatesBrand |
P6092
|
FINISHED |
| Object |
NS Flex
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.
|
E479807
|
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: NS Flex | Statement: [NS, operatesBrand, NS Flex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NS Flex Context triple: [NS, operatesBrand, NS Flex]
-
A.
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.
-
B.
FLEX
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
-
C.
Flex
Flex is an open-source software development framework originally created by Macromedia for building rich internet applications that run in the Adobe Flash Player.
-
D.
Renflexis
Renflexis is a biosimilar version of the monoclonal antibody infliximab, used to treat autoimmune conditions such as rheumatoid arthritis, Crohn’s disease, and ulcerative colitis.
-
E.
Flex the Falcon
Flex the Falcon is the energetic falcon mascot representing Bentley University at its athletic events and campus activities.
- 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: NS Flex Triple: [NS, operatesBrand, NS Flex]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NS Flex Target entity description: 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.
-
A.
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.
-
B.
FLEX
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
-
C.
Flex
Flex is an open-source software development framework originally created by Macromedia for building rich internet applications that run in the Adobe Flash Player.
-
D.
Renflexis
Renflexis is a biosimilar version of the monoclonal antibody infliximab, used to treat autoimmune conditions such as rheumatoid arthritis, Crohn’s disease, and ulcerative colitis.
-
E.
Flex the Falcon
Flex the Falcon is the energetic falcon mascot representing Bentley University at its athletic events and campus activities.
- F. None of above. chosen
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_69bd4410bbf88190aad50d2451c863d6 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6e2444dc819088d5562e90d16d9b |
completed | March 20, 2026, 3:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6fbf3e74819099910475bbd18734 |
completed | March 21, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_69be735ea2cc819085c221b7230db63d |
completed | March 21, 2026, 10:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be73b237388190b3502e64e185a26e |
completed | March 21, 2026, 10:32 a.m. |
Created at: March 20, 2026, 1:28 p.m.