Triple

T13119351
Position Surface form Disambiguated ID Type / Status
Subject Beth Harmon E311681 entity
Predicate caregiver P52456 FINISHED
Object Mr. Shaibel
Mr. Shaibel is the quiet, janitor-turned-mentor from "The Queen's Gambit" who introduces Beth Harmon to chess and profoundly shapes her early development as a prodigy.
E1022787 NE FINISHED

How this triple was built (5 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: Mr. Shaibel | Statement: [Beth Harmon, caregiver, Mr. Shaibel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mr. Shaibel
Context triple: [Beth Harmon, caregiver, Mr. Shaibel]
  • A. Mr. Kaplan
    Mr. Kaplan is a meticulous and fiercely loyal cleaner and fixer in the TV series "The Blacklist," known for discreetly handling crime scenes and protecting Raymond Reddington’s interests.
  • B. Bobby Axelrod
    Bobby Axelrod is a brilliant, ruthless hedge fund billionaire and central antihero of the television series "Billions," known for his high-stakes financial maneuvers and clashes with the legal system.
  • C. Mr. Mushnik
    Mr. Mushnik is the gruff, profit-driven owner of the struggling flower shop in the horror-comedy musical "Little Shop of Horrors."
  • D. Nathan Schiff
    Nathan Schiff is an American underground filmmaker best known for his ultra-low-budget, gore-heavy horror movies that gained a cult following.
  • E. Roger Malvin
    Roger Malvin is a fictional frontiersman in Nathaniel Hawthorne’s short story “Roger Malvin’s Burial,” whose broken promise and lingering guilt drive the tale’s tragic exploration of conscience and retribution.
  • 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: Mr. Shaibel
Triple: [Beth Harmon, caregiver, Mr. Shaibel]
Generated description
Mr. Shaibel is the quiet, janitor-turned-mentor from "The Queen's Gambit" who introduces Beth Harmon to chess and profoundly shapes her early development as a prodigy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mr. Shaibel
Target entity description: Mr. Shaibel is the quiet, janitor-turned-mentor from "The Queen's Gambit" who introduces Beth Harmon to chess and profoundly shapes her early development as a prodigy.
  • A. Mr. Kaplan
    Mr. Kaplan is a meticulous and fiercely loyal cleaner and fixer in the TV series "The Blacklist," known for discreetly handling crime scenes and protecting Raymond Reddington’s interests.
  • B. Bobby Axelrod
    Bobby Axelrod is a brilliant, ruthless hedge fund billionaire and central antihero of the television series "Billions," known for his high-stakes financial maneuvers and clashes with the legal system.
  • C. Mr. Mushnik
    Mr. Mushnik is the gruff, profit-driven owner of the struggling flower shop in the horror-comedy musical "Little Shop of Horrors."
  • D. Nathan Schiff
    Nathan Schiff is an American underground filmmaker best known for his ultra-low-budget, gore-heavy horror movies that gained a cult following.
  • E. Roger Malvin
    Roger Malvin is a fictional frontiersman in Nathaniel Hawthorne’s short story “Roger Malvin’s Burial,” whose broken promise and lingering guilt drive the tale’s tragic exploration of conscience and retribution.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: caregiver
Context triple: [Beth Harmon, caregiver, Mr. Shaibel]
  • A. caregiverOf chosen
    Indicates a relationship where one entity provides ongoing care, support, or supervision for another entity’s well-being.
  • B. care
    Indicates showing concern, attention, or responsibility for the well-being or needs of another entity.
  • C. caretakerManagerOf
    Indicates that one entity serves as the caretaker or manager responsible for overseeing, maintaining, or looking after another entity.
  • D. sitter
    Indicates that one entity is serving as a caretaker or guardian, typically watching over or looking after another entity.
  • E. grandparent
    Indicates that one entity is the parent of another entity’s parent.
  • F. None of above.

Provenance (6 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98196e69081909111407ee3d9f08e completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e286de608190bf46af2eb656bb79 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e42cd5408190b687dfae73e2a720 completed May 3, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6e5293ee481908d9a90266ac5c3e6 completed May 3, 2026, 6:03 a.m.
PD Predicate disambiguation batch_69d98041a3548190a05ddd83dbb660fa completed April 10, 2026, 10:57 p.m.
Created at: April 9, 2026, 9:06 p.m.