Triple
T19453952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawkins Middle School |
E486686
|
entity |
| Predicate | creatorsOfOriginalWork |
P116500
|
FINISHED |
| Object | Duffer Brothers |
—
|
NE NERFINISHED |
How this triple was built (3 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: [Hawkins Middle School, creatorsOfOriginalWork, Duffer Brothers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duffer Brothers Context triple: [Hawkins Middle School, creatorsOfOriginalWork, 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.
Scott Brothers
Scott Brothers are a duo of Canadian twin brothers, Drew and Jonathan Scott, best known for hosting popular home renovation and real estate television shows such as "Property Brothers."
-
C.
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.
-
D.
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.
-
E.
Burrell Brothers
Burrell Brothers is a music production and recording duo best known for their influential work in early house and electronic music, particularly through releases on the Nu Groove label.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: creatorsOfOriginalWork Context triple: [Hawkins Middle School, creatorsOfOriginalWork, Duffer Brothers]
-
A.
publisherOfOriginalWorks
Indicates that an entity serves as the publisher responsible for releasing the original versions of certain works.
-
B.
authorWorkCreator
chosen
Indicates that an entity is the creator (author) responsible for producing a particular work.
-
C.
composerOfSourceWork
Indicates that an entity is the composer who created the original source work on which another work is based.
-
D.
authorOfInspiredWork
Indicates that one entity is the creator or originator of a work that has inspired another work or entity.
-
E.
relatedWorkCreator
Indicates that the creator of one work is related (e.g., by authorship, contribution, or collaboration) to the creation of another work.
- F. None of above.
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_69d8e8d86d608190bd199a98d0297f27 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e633c117ac8190a38c01c3191beaea |
completed | April 20, 2026, 2:10 p.m. |
| PD | Predicate disambiguation | batch_69e4fd7499a4819082bec0be8afba35c |
completed | April 19, 2026, 4:06 p.m. |
Created at: April 10, 2026, 1:38 p.m.