Triple
T5019132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Will Byers |
E112805
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Hawkins Middle School AV Club
Hawkins Middle School AV Club is the small group of nerdy, Dungeons & Dragons–loving friends in Stranger Things who bond over science, technology, and supernatural adventures in the town of Hawkins.
|
E486706
|
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: Hawkins Middle School AV Club | Statement: [Will Byers, associatedWith, Hawkins Middle School AV Club]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hawkins Middle School AV Club Context triple: [Will Byers, associatedWith, Hawkins Middle School AV Club]
-
A.
Mill Middle School
Mill Middle School is a public middle school serving students in the Williamsville Central School District in Williamsville, New York.
-
B.
Hazelbrook Middle School
Hazelbrook Middle School is a public middle school serving students in the Tualatin area of Oregon.
-
C.
Afterschool
Afterschool is a 2008 independent drama film that follows a troubled prep-school student who inadvertently records his classmates’ fatal drug overdose, exploring themes of media, alienation, and voyeurism.
-
D.
Bigelow Middle School
Bigelow Middle School is a public middle school in Newton, Massachusetts, serving students in the Newton Public Schools district.
-
E.
Hopewell Middle School
Hopewell Middle School is a public middle school serving students in the Milton, Georgia area.
- 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: Hawkins Middle School AV Club Triple: [Will Byers, associatedWith, Hawkins Middle School AV Club]
Generated description
Hawkins Middle School AV Club is the small group of nerdy, Dungeons & Dragons–loving friends in Stranger Things who bond over science, technology, and supernatural adventures in the town of Hawkins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hawkins Middle School AV Club Target entity description: Hawkins Middle School AV Club is the small group of nerdy, Dungeons & Dragons–loving friends in Stranger Things who bond over science, technology, and supernatural adventures in the town of Hawkins.
-
A.
Mill Middle School
Mill Middle School is a public middle school serving students in the Williamsville Central School District in Williamsville, New York.
-
B.
Hazelbrook Middle School
Hazelbrook Middle School is a public middle school serving students in the Tualatin area of Oregon.
-
C.
Afterschool
Afterschool is a 2008 independent drama film that follows a troubled prep-school student who inadvertently records his classmates’ fatal drug overdose, exploring themes of media, alienation, and voyeurism.
-
D.
Bigelow Middle School
Bigelow Middle School is a public middle school in Newton, Massachusetts, serving students in the Newton Public Schools district.
-
E.
Hopewell Middle School
Hopewell Middle School is a public middle school serving students in the Milton, Georgia area.
- 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7342c62881909acb35849da8761c |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be927bdfa481908a5face7b4fd7058 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be93e00fc08190a0706dd7375020f5 |
completed | March 21, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be94a7e15481908f17feafb593b97b |
completed | March 21, 2026, 12:52 p.m. |
Created at: March 20, 2026, 1:35 p.m.