Triple
T20005418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helly R. |
E494444
|
entity |
| Predicate | employerInStory |
P40735
|
FINISHED |
| Object |
Lumon Industries Macrodata Refinement division
Lumon Industries’ Macrodata Refinement division is a mysterious, tightly controlled office unit in the series “Severance,” where severed employees perform obscure data-sorting tasks under strict corporate oversight.
|
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 Macrodata Refinement division | Statement: [Helly R., employerInStory, Lumon Industries Macrodata Refinement division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lumon Industries Macrodata Refinement division Context triple: [Helly R., employerInStory, Lumon Industries Macrodata Refinement division]
-
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.
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.
-
C.
REFAC Technology Development Corporation
REFAC Technology Development Corporation is a technology-focused company known for developing, managing, and licensing intellectual property, founded by entrepreneur and philanthropist Eugene M. Lang.
-
D.
Shao Industries
Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
-
E.
Lamont Digital Systems
Lamont Digital Systems is a telecommunications and cable television company founded by businessman and future Connecticut governor Ned Lamont.
- 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 Macrodata Refinement division Triple: [Helly R., employerInStory, Lumon Industries Macrodata Refinement division]
Generated description
Lumon Industries’ Macrodata Refinement division is a mysterious, tightly controlled office unit in the series “Severance,” where severed employees perform obscure data-sorting tasks under strict corporate oversight.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lumon Industries Macrodata Refinement division Target entity description: Lumon Industries’ Macrodata Refinement division is a mysterious, tightly controlled office unit in the series “Severance,” where severed employees perform obscure data-sorting tasks under strict corporate oversight.
-
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.
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.
-
C.
REFAC Technology Development Corporation
REFAC Technology Development Corporation is a technology-focused company known for developing, managing, and licensing intellectual property, founded by entrepreneur and philanthropist Eugene M. Lang.
-
D.
Shao Industries
Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
-
E.
Lamont Digital Systems
Lamont Digital Systems is a telecommunications and cable television company founded by businessman and future Connecticut governor Ned Lamont.
- 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_6a08050db2648190b3400fabb144215f |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0805ed58f881909c94d5d9f8ecf631 |
completed | May 16, 2026, 5:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080668c5dc81909d93f167c6600924 |
completed | May 16, 2026, 5:53 a.m. |
Created at: April 11, 2026, 3:33 p.m.