Triple
T5018971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matt Duffer |
E112802
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Duffer Brothers |
E112802
|
NE FINISHED |
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: Duffer Brothers | Statement: [Matt Duffer, memberOf, Duffer Brothers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duffer Brothers Context triple: [Matt Duffer, memberOf, Duffer Brothers]
-
A.
Duffer Brothers
chosen
The Duffer Brothers are an American filmmaking duo best known for creating and directing the hit Netflix science-fiction horror series Stranger Things.
-
B.
The Gregory Brothers
The Gregory Brothers are an American musical comedy group best known for their viral Auto-Tune the News and songification videos on YouTube.
-
C.
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.
-
D.
Cramer brothers
The Cramer brothers were prominent 18th-century Geneva-based printers and publishers known especially for publishing the works of Voltaire and other Enlightenment authors.
-
E.
Matt Duffer
Matt Duffer is an American television writer, director, and producer best known as one half of the Duffer Brothers, the duo behind the hit Netflix sci-fi horror series "Stranger Things."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73415e088190802f9bb283262386 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c5e06fc8190bdd875c04cefd789 |
completed | March 21, 2026, 1:25 p.m. |
Created at: March 20, 2026, 1:35 p.m.