Triple
T5019029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawkins, Indiana |
E112803
|
entity |
| Predicate | hasResident |
P6481
|
FINISHED |
| Object |
Murray Bauman
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.
|
E515613
|
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: Murray Bauman | Statement: [Hawkins, Indiana, hasResident, Murray Bauman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray Bauman Context triple: [Hawkins, Indiana, hasResident, Murray Bauman]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Jack L. Murray
Jack L. Murray is a film producer best known for his work on the 2009 horror remake "My Bloody Valentine 3D."
-
E.
Murray Louis
Murray Louis was an influential American modern dancer and choreographer, best known for his work with the Alwin Nikolais Dance Company and for his innovative, theatrical approach to movement.
- 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: Murray Bauman Triple: [Hawkins, Indiana, hasResident, Murray Bauman]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murray Bauman Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Jack L. Murray
Jack L. Murray is a film producer best known for his work on the 2009 horror remake "My Bloody Valentine 3D."
-
E.
Murray Louis
Murray Louis was an influential American modern dancer and choreographer, best known for his work with the Alwin Nikolais Dance Company and for his innovative, theatrical approach to movement.
- 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_69bd73415e088190802f9bb283262386 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf28f128f48190a8bdaf77b6ca6e15 |
completed | March 21, 2026, 11:25 p.m. |
| NEDg | Description generation | batch_69bf29d11d2c819095ce493c8866f624 |
completed | March 21, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2aa2a1688190bc41eb5e259d7d1f |
completed | March 21, 2026, 11:32 p.m. |
Created at: March 20, 2026, 1:35 p.m.