Triple
T20005401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helly R. |
E494444
|
entity |
| Predicate | workplace |
P1527
|
FINISHED |
| Object |
Lumon Industries
Lumon Industries is a mysterious, dystopian megacorporation in the TV series "Severance," known for its secretive office culture and ethically dubious mind-altering employment practices.
|
E494442
|
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: Lumon Industries | Statement: [Helly R., workplace, Lumon Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lumon Industries Context triple: [Helly R., workplace, Lumon Industries]
-
A.
Lumen Industries
Lumen Industries is the mysterious and unsettling megacorporation at the center of the psychological sci-fi TV series "Severance," known for its secretive practices and mind-altering employee procedures.
-
B.
Ryujin Industries
Ryujin Industries is a powerful, high-tech corporate faction in Starfield known for its sleek cyberpunk aesthetic, corporate espionage, and morally ambiguous business practices.
-
C.
Shao Industries
Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
-
D.
Riken Konzern
Riken Konzern was a major pre–World War II Japanese industrial conglomerate that grew out of the RIKEN research institute and played a key role in the country’s early industrial and technological development.
-
E.
Alpinco group
Alpinco group is a Norwegian company that owns and operates multiple alpine ski resorts, including Kvitfjell.
- 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: Lumon Industries Triple: [Helly R., workplace, Lumon Industries]
Generated description
Lumon Industries is a mysterious, dystopian megacorporation in the TV series "Severance," known for its secretive office culture and ethically dubious mind-altering employment practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lumon Industries Target entity description: Lumon Industries is a mysterious, dystopian megacorporation in the TV series "Severance," known for its secretive office culture and ethically dubious mind-altering employment practices.
-
A.
Lumen Industries
chosen
Lumen Industries is the mysterious and unsettling megacorporation at the center of the psychological sci-fi TV series "Severance," known for its secretive practices and mind-altering employee procedures.
-
B.
Ryujin Industries
Ryujin Industries is a powerful, high-tech corporate faction in Starfield known for its sleek cyberpunk aesthetic, corporate espionage, and morally ambiguous business practices.
-
C.
Shao Industries
Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
-
D.
Riken Konzern
Riken Konzern was a major pre–World War II Japanese industrial conglomerate that grew out of the RIKEN research institute and played a key role in the country’s early industrial and technological development.
-
E.
Alpinco group
Alpinco group is a Norwegian company that owns and operates multiple alpine ski resorts, including Kvitfjell.
- F. None of above.
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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a46c748190a141ab5aac6ea250 |
completed | April 20, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080e201578819092d58838331f496d |
completed | May 16, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_6a080e9cf44c8190962b67b486154fc0 |
completed | May 16, 2026, 6:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080efdb65c819093bf068f7ebf1504 |
completed | May 16, 2026, 6:30 a.m. |
Created at: April 11, 2026, 3:33 p.m.