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.