Triple
T5019218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joyce Byers |
E112807
|
entity |
| Predicate | associatedWithCharacter |
P1481
|
FINISHED |
| Object | Murray Bauman |
E515613
|
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: Murray Bauman | Statement: [Joyce Byers, associatedWithCharacter, Murray Bauman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray Bauman Context triple: [Joyce Byers, associatedWithCharacter, Murray Bauman]
-
A.
Murray Bauman
chosen
Murray Bauman is a paranoid yet sharp-witted former investigative journalist and conspiracy theorist who becomes an ally to the main characters in the supernatural events of the Stranger Things series.
-
B.
Murray Weidenbaum
Murray Weidenbaum was an American economist and policy advisor best known for serving as chairman of the Council of Economic Advisers under President Ronald Reagan and for his influential work on government regulation and economic policy.
-
C.
Murray Wier
Murray Wier was an American professional basketball player best known for his collegiate stardom at the University of Iowa in the 1940s and subsequent career in the early NBA.
-
D.
Murray Franklin
Murray Franklin is a fictional late-night talk show host portrayed by Robert De Niro in the 2019 film "Joker," serving as a symbol of media cynicism and a catalyst in Arthur Fleck's transformation.
-
E.
Jack L. Murray
Jack L. Murray is a film producer best known for his work on the 2009 horror remake "My Bloody Valentine 3D."
- 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_69bd7342c62881909acb35849da8761c |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf410eb03c81909aca9aca27cc82c1 |
completed | March 22, 2026, 1:08 a.m. |
Created at: March 20, 2026, 1:35 p.m.