Triple

T14236733
Position Surface form Disambiguated ID Type / Status
Subject Danny Vinyard E352900 entity
Predicate assignedEssayBy P113334 FINISHED
Object Dr. Bob Sweeney
Dr. Bob Sweeney is a pivotal educator and mentor in the film "American History X," who challenges his students’ racist beliefs and guides them toward personal transformation.
E1086965 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: Dr. Bob Sweeney | Statement: [Danny Vinyard, assignedEssayBy, Dr. Bob Sweeney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Bob Sweeney
Context triple: [Danny Vinyard, assignedEssayBy, Dr. Bob Sweeney]
  • A. Dr. Robert Elliott
    Dr. Robert Elliott is the troubled psychiatrist and central figure in Brian De Palma’s 1980 psychological thriller film "Dressed to Kill."
  • B. Dr. Robert Morgan
    Dr. Robert Morgan is the isolated, plague-immune protagonist who struggles to survive and retain his sanity in the post-apocalyptic horror story "The Last Man on Earth."
  • C. Dr. Bill Stockton
    Dr. Bill Stockton is the central protagonist of the classic The Twilight Zone episode "The Shelter," a suburban doctor whose preparations for nuclear disaster expose the fragility of civility among his neighbors.
  • D. Dr. Robert Doback
    Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
  • E. Dr. John Cawley
    Dr. John Cawley is the chief psychiatrist on Shutter Island in the film of the same name, overseeing the mental institution and its controversial treatments.
  • 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. Bob Sweeney
Triple: [Danny Vinyard, assignedEssayBy, Dr. Bob Sweeney]
Generated description
Dr. Bob Sweeney is a pivotal educator and mentor in the film "American History X," who challenges his students’ racist beliefs and guides them toward personal transformation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Bob Sweeney
Target entity description: Dr. Bob Sweeney is a pivotal educator and mentor in the film "American History X," who challenges his students’ racist beliefs and guides them toward personal transformation.
  • A. Dr. Robert Elliott
    Dr. Robert Elliott is the troubled psychiatrist and central figure in Brian De Palma’s 1980 psychological thriller film "Dressed to Kill."
  • B. Dr. Robert Morgan
    Dr. Robert Morgan is the isolated, plague-immune protagonist who struggles to survive and retain his sanity in the post-apocalyptic horror story "The Last Man on Earth."
  • C. Dr. Bill Stockton
    Dr. Bill Stockton is the central protagonist of the classic The Twilight Zone episode "The Shelter," a suburban doctor whose preparations for nuclear disaster expose the fragility of civility among his neighbors.
  • D. Dr. Robert Doback
    Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
  • E. Dr. John Cawley
    Dr. John Cawley is the chief psychiatrist on Shutter Island in the film of the same name, overseeing the mental institution and its controversial treatments.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: assignedEssayBy
Context triple: [Danny Vinyard, assignedEssayBy, Dr. Bob Sweeney]
  • A. assignmentType
    Indicates the specific category or kind of assignment associated with an entity or activity.
  • B. assignedTo
    Indicates that responsibility for a task, item, or role has been designated to a specific entity.
  • C. assignedUnder
    Indicates that one entity has been given responsibility, duty, or authority to act within the scope, supervision, or framework defined by another entity.
  • D. assignmentBasis
    Indicates the criterion or rationale on which an assignment or allocation is determined.
  • E. assignedByAbbreviation
    Indicates that an assignment or designation was made by an entity identified through a specific abbreviation.
  • F. None of above. chosen

Provenance (7 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62422e28819089e7115052a28c96 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd281da708819082f5aefb7ad7b30b completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2982f75c8190916f89da8954b5cc completed May 8, 2026, 12:08 a.m.
NED2 Entity disambiguation (via description) batch_69fd2a1faf248190ad19acd5b8b77ca7 completed May 8, 2026, 12:11 a.m.
PD Predicate disambiguation batch_69de05bf069c8190b69f00f00f5eb126 completed April 14, 2026, 9:15 a.m.
PDg Predicate description generation batch_69de239a02e881909b0e2679487e4ab2 completed April 14, 2026, 11:23 a.m.
Created at: April 10, 2026, 1:07 a.m.