Triple

T14566369
Position Surface form Disambiguated ID Type / Status
Subject Sir Reginald Hargreeves E341793 entity
Predicate employs P7 FINISHED
Object Grace (robotic mother)
Grace is a nurturing humanoid robot who serves as the adoptive mother figure to the superpowered siblings in The Umbrella Academy.
 E1106718 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: Grace (robotic mother) | Statement: [Sir Reginald Hargreeves, employs, Grace (robotic mother)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grace (robotic mother)
Context triple: [Sir Reginald Hargreeves, employs, Grace (robotic mother)]
  • A. Rosie the Robot
    Rosie the Robot is the Jetsons' wisecracking, apron-wearing robot maid who handles household chores while providing comic relief and maternal guidance to the family.
  • B. Dr. Susan Calvin
    Dr. Susan Calvin is a brilliant, emotionally reserved robopsychologist in Isaac Asimov’s Robot series, known for her deep understanding of robot behavior and the ethical implications of artificial intelligence.
  • C. Robby the Robot
    Robby the Robot is an iconic 1950s science fiction robot character, renowned for its advanced design and influential role in shaping the portrayal of robots in popular culture.
  • D. Jessie Baley
    Jessie Baley is a supporting character in Isaac Asimov’s science fiction novel "The Caves of Steel," known as the wife of protagonist detective Elijah Baley and representing the everyday human perspective in a futuristic, robot-populated society.
  • E. Robot B-9
    Robot B-9 is the iconic, wisecracking robot from the "Lost in Space" franchise, known for protecting the Robinson family and issuing its famous "Danger, Will Robinson!" warning.
  • 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: Grace (robotic mother)
Triple: [Sir Reginald Hargreeves, employs, Grace (robotic mother)]
Generated description
Grace is a nurturing humanoid robot who serves as the adoptive mother figure to the superpowered siblings in The Umbrella Academy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grace (robotic mother)
Target entity description: Grace is a nurturing humanoid robot who serves as the adoptive mother figure to the superpowered siblings in The Umbrella Academy.
  • A. Rosie the Robot
    Rosie the Robot is the Jetsons' wisecracking, apron-wearing robot maid who handles household chores while providing comic relief and maternal guidance to the family.
  • B. Dr. Susan Calvin
    Dr. Susan Calvin is a brilliant, emotionally reserved robopsychologist in Isaac Asimov’s Robot series, known for her deep understanding of robot behavior and the ethical implications of artificial intelligence.
  • C. Robby the Robot
    Robby the Robot is an iconic 1950s science fiction robot character, renowned for its advanced design and influential role in shaping the portrayal of robots in popular culture.
  • D. Jessie Baley
    Jessie Baley is a supporting character in Isaac Asimov’s science fiction novel "The Caves of Steel," known as the wife of protagonist detective Elijah Baley and representing the everyday human perspective in a futuristic, robot-populated society.
  • E. Robot B-9
    Robot B-9 is the iconic, wisecracking robot from the "Lost in Space" franchise, known for protecting the Robinson family and issuing its famous "Danger, Will Robinson!" warning.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38c6350819091090ffd15772f6f completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac669cc819083e05620b1e8c370 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8c5b09448190ad084746a6dd23f5 completed May 8, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d609684819090a9c3f2304f4a6a completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.