Triple
T5019030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawkins, Indiana |
E112803
|
entity |
| Predicate | hasResident |
P6481
|
FINISHED |
| Object |
Dr. Martin Brenner
Dr. Martin Brenner is a central antagonist in the TV series "Stranger Things," a cold and manipulative scientist who leads secret government experiments on children with psychic abilities.
|
E486697
|
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: Dr. Martin Brenner | Statement: [Hawkins, Indiana, hasResident, Dr. Martin Brenner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Martin Brenner Context triple: [Hawkins, Indiana, hasResident, Dr. Martin Brenner]
-
A.
Dr. Werner Klopek
Dr. Werner Klopek is the mysterious and unsettling neighbor suspected of dark secrets in the dark comedy film "The 'Burbs."
-
B.
Sir Hugo Mallinger
Sir Hugo Mallinger is a wealthy, aristocratic guardian and benefactor in George Eliot’s novel "Daniel Deronda," central to the protagonist’s upbringing and early life.
-
C.
Erich Paulun
Erich Paulun was a German physician and educator best known for co-founding the medical school that evolved into Tongji University in Shanghai, significantly influencing modern medical education in China.
-
D.
Carl Hilpert
Carl Hilpert was a German Wehrmacht general during World War II who held several high-level commands on the Eastern Front.
-
E.
Dr. Thomas Becker
Dr. Thomas Becker is a fictional character from the psychological thriller film "The Jacket," involved in the story’s exploration of memory, mental illness, and experimental treatment.
- 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: Dr. Martin Brenner Triple: [Hawkins, Indiana, hasResident, Dr. Martin Brenner]
Generated description
Dr. Martin Brenner is a central antagonist in the TV series "Stranger Things," a cold and manipulative scientist who leads secret government experiments on children with psychic abilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Martin Brenner Target entity description: Dr. Martin Brenner is a central antagonist in the TV series "Stranger Things," a cold and manipulative scientist who leads secret government experiments on children with psychic abilities.
-
A.
Dr. Werner Klopek
Dr. Werner Klopek is the mysterious and unsettling neighbor suspected of dark secrets in the dark comedy film "The 'Burbs."
-
B.
Sir Hugo Mallinger
Sir Hugo Mallinger is a wealthy, aristocratic guardian and benefactor in George Eliot’s novel "Daniel Deronda," central to the protagonist’s upbringing and early life.
-
C.
Erich Paulun
Erich Paulun was a German physician and educator best known for co-founding the medical school that evolved into Tongji University in Shanghai, significantly influencing modern medical education in China.
-
D.
Carl Hilpert
Carl Hilpert was a German Wehrmacht general during World War II who held several high-level commands on the Eastern Front.
-
E.
Dr. Thomas Becker
Dr. Thomas Becker is a fictional character from the psychological thriller film "The Jacket," involved in the story’s exploration of memory, mental illness, and experimental treatment.
- 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_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.