Triple
T16570835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TGV Lyria |
E402577
|
entity |
| Predicate | classOffered |
P6650
|
FINISHED |
| Object |
Business 1ère
Business 1ère is the premium business-class travel cabin offered on TGV Lyria high-speed trains, providing enhanced comfort, services, and amenities for passengers.
|
E1221294
|
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: Business 1ère | Statement: [TGV Lyria, classOffered, Business 1ère]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business 1ère Context triple: [TGV Lyria, classOffered, Business 1ère]
-
A.
ECS (économique et commerciale option scientifique)
ECS (économique et commerciale option scientifique) is a French selective preparatory program that combines advanced mathematics and sciences with economics and humanities to prepare students for entrance exams to top business schools.
-
B.
École Supérieure des Sciences Économiques et Commerciales
École Supérieure des Sciences Économiques et Commerciales is a leading French grande école and international business school known for its elite management, finance, and business programs.
-
C.
/biz/
/biz/ is 4chan’s business and finance board, known for discussions on stocks, cryptocurrencies, and money-making schemes.
-
D.
Sciences économiques et sociales
Sciences économiques et sociales is an academic section at the École pratique des hautes études focused on research and advanced study in economics and the social sciences.
-
E.
The Business
The Business is a satirical science fiction novel by Iain M. Banks that follows a powerful, secretive multinational corporation with quasi-governmental influence as seen through the eyes of one of its high-ranking executives.
- 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: Business 1ère Triple: [TGV Lyria, classOffered, Business 1ère]
Generated description
Business 1ère is the premium business-class travel cabin offered on TGV Lyria high-speed trains, providing enhanced comfort, services, and amenities for passengers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business 1ère Target entity description: Business 1ère is the premium business-class travel cabin offered on TGV Lyria high-speed trains, providing enhanced comfort, services, and amenities for passengers.
-
A.
ECS (économique et commerciale option scientifique)
ECS (économique et commerciale option scientifique) is a French selective preparatory program that combines advanced mathematics and sciences with economics and humanities to prepare students for entrance exams to top business schools.
-
B.
École Supérieure des Sciences Économiques et Commerciales
École Supérieure des Sciences Économiques et Commerciales is a leading French grande école and international business school known for its elite management, finance, and business programs.
-
C.
/biz/
/biz/ is 4chan’s business and finance board, known for discussions on stocks, cryptocurrencies, and money-making schemes.
-
D.
Sciences économiques et sociales
Sciences économiques et sociales is an academic section at the École pratique des hautes études focused on research and advanced study in economics and the social sciences.
-
E.
The Business
The Business is a British television series featuring actress Caroline Harker in a prominent role.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35958d49c8190b995188240fb355b |
completed | April 18, 2026, 10:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ee8812c81908ef74636bf39d44a |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a0070024cb4819092ee0ce1320f0905 |
completed | May 10, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00707959a081909fc04947624abbe5 |
completed | May 10, 2026, 11:48 a.m. |
Created at: April 10, 2026, 5:16 a.m.