Triple
T956697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stranger Things |
E20640
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Duffer Brothers
The Duffer Brothers are an American filmmaking duo best known for creating and directing the hit Netflix science-fiction horror series Stranger Things.
|
E112802
|
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: Duffer Brothers | Statement: [Stranger Things, creator, Duffer Brothers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duffer Brothers Context triple: [Stranger Things, creator, Duffer Brothers]
-
A.
Adam Brothers
Adam Brothers was an 18th-century British architectural and design firm founded by the Adam family, renowned for developing the influential neoclassical "Adam style" in architecture and interior decoration.
-
B.
Sherman Brothers
The Sherman Brothers were a prolific American songwriting duo, Richard M. and Robert B. Sherman, best known for creating iconic songs for numerous Disney films and theme parks.
-
C.
The Lonely Island
The Lonely Island is an American comedy trio best known for their digital shorts and parody songs on Saturday Night Live, including hits like "Lazy Sunday" and "I'm on a Boat."
-
D.
Jack Briggs
Jack Briggs was an American actor best known for his marriage to Hollywood star Ginger Rogers.
-
E.
Short Brothers
Short Brothers is a historic British aerospace company best known as one of the world’s first aircraft manufacturers and a pioneer in early aviation and flying boat design.
- 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: Duffer Brothers Triple: [Stranger Things, creator, Duffer Brothers]
Generated description
The Duffer Brothers are an American filmmaking duo best known for creating and directing the hit Netflix science-fiction horror series Stranger Things.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Duffer Brothers Target entity description: The Duffer Brothers are an American filmmaking duo best known for creating and directing the hit Netflix science-fiction horror series Stranger Things.
-
A.
Adam Brothers
Adam Brothers was an 18th-century British architectural and design firm founded by the Adam family, renowned for developing the influential neoclassical "Adam style" in architecture and interior decoration.
-
B.
Sherman Brothers
The Sherman Brothers were a prolific American songwriting duo, Richard M. and Robert B. Sherman, best known for creating iconic songs for numerous Disney films and theme parks.
-
C.
The Lonely Island
The Lonely Island is an American comedy trio best known for their digital shorts and parody songs on Saturday Night Live, including hits like "Lazy Sunday" and "I'm on a Boat."
-
D.
Jack Briggs
Jack Briggs was an American actor best known for his marriage to Hollywood star Ginger Rogers.
-
E.
Short Brothers
Short Brothers is a historic British aerospace company best known as one of the world’s first aircraft manufacturers and a pioneer in early aviation and flying boat design.
- 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_69a493b21f2881908132dcf45dcd2f36 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3f981bc819098125554eeeb6375 |
completed | March 1, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a933b00a58819084164f3dd3ecb070 |
completed | March 5, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69a963a788f08190b8849631db63bf00 |
completed | March 5, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac0da2d24881909e6f67cc9951efd2 |
completed | March 7, 2026, 11:36 a.m. |
Created at: March 1, 2026, 7:40 p.m.