Triple
T20005496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harmony Cobel |
E494447
|
entity |
| Predicate | associatedWithOrganization |
P629
|
FINISHED |
| Object | Lumon Industries Macrodata Refinement department |
—
|
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: Lumon Industries Macrodata Refinement department | Statement: [Harmony Cobel, associatedWithOrganization, Lumon Industries Macrodata Refinement department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lumon Industries Macrodata Refinement department Context triple: [Harmony Cobel, associatedWithOrganization, Lumon Industries Macrodata Refinement department]
-
A.
Macrodata Refinement team
chosen
The Macrodata Refinement team is a specialized group within the Lumon Industries company in the TV series "Severance," tasked with the mysterious and highly controlled processing of corporate data.
-
B.
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.
-
C.
Macrodata Refinement
Macrodata Refinement is the mysterious, highly controlled office division in the TV series "Severance" where employees perform obscure data-sorting tasks with unclear purpose for the company Lumen Industries.
-
D.
Metals Industry Research and Development Center
The Metals Industry Research and Development Center is a Philippine government research institution that supports and advances the country’s metals and engineering industries through technology development, testing, and technical services.
-
E.
Laboratory for Manufacturing and Productivity
The Laboratory for Manufacturing and Productivity is an MIT research center focused on advancing manufacturing technologies, systems, and processes to improve industrial productivity and innovation.
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a46c748190a141ab5aac6ea250 |
completed | April 20, 2026, 5:25 p.m. |
Created at: April 11, 2026, 3:33 p.m.