Triple
T5101167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Severance |
E114982
|
entity |
| Predicate | setting |
P1957
|
FINISHED |
| Object |
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.
|
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: Lumen Industries | Statement: [Severance, setting, Lumen Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lumen Industries Context triple: [Severance, setting, Lumen Industries]
-
A.
Litton Industries
Litton Industries was a major American conglomerate best known for its diversified operations in electronics, defense, and industrial manufacturing during the mid-20th century.
-
B.
Pewterschmidt Industries
Pewterschmidt Industries is the wealthy, family-owned business empire controlled by Carter Pewterschmidt in the animated series "Family Guy."
-
C.
Marcus Corporation
Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
-
D.
Humphrey-Weidman Company
The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
-
E.
Lubin Manufacturing Company
Lubin Manufacturing Company was an early American film production company and studio, active in the silent era and known for its role in the development of the motion picture industry.
- 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: Lumen Industries Triple: [Severance, setting, Lumen Industries]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lumen Industries Target entity description: 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.
-
A.
Litton Industries
Litton Industries was a major American conglomerate best known for its diversified operations in electronics, defense, and industrial manufacturing during the mid-20th century.
-
B.
Pewterschmidt Industries
Pewterschmidt Industries is the wealthy, family-owned business empire controlled by Carter Pewterschmidt in the animated series "Family Guy."
-
C.
Marcus Corporation
Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
-
D.
Humphrey-Weidman Company
The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
-
E.
Lubin Manufacturing Company
Lubin Manufacturing Company was an early American film production company and studio, active in the silent era and known for its role in the development of the motion picture industry.
- 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7584ed408190a6d1086588f24faa |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba8d24388190882b9933a2a798c4 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebbe7e8e081909814e97001f8cf89 |
completed | March 21, 2026, 3:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebd33f25c8190a5d9b78ef71847e3 |
completed | March 21, 2026, 3:45 p.m. |
Created at: March 20, 2026, 1:40 p.m.