Triple

T15039566
Position Surface form Disambiguated ID Type / Status
Subject Joyce Gladwell E378563 entity
Predicate familyName P18 FINISHED
Object Gladwell
Gladwell is a surname most notably associated with Canadian journalist and author Malcolm Gladwell.
 E77987 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: Gladwell | Statement: [Joyce Gladwell, familyName, Gladwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gladwell
Context triple: [Joyce Gladwell, familyName, Gladwell]
  • A. Outliers
    Outliers is a bestselling non-fiction book by Malcolm Gladwell that explores the hidden factors and cultural contexts that contribute to high levels of success.
  • B. Grit: The Power of Passion and Perseverance
    Grit: The Power of Passion and Perseverance is a bestselling psychology book by Angela Duckworth that explores how sustained passion and perseverance, rather than talent alone, drive high achievement and success.
  • C. Freakonomics
    Freakonomics is a bestselling pop-economics book that uses unconventional case studies and data analysis to reveal surprising insights about human behavior and incentives.
  • D. The Tipping Point
    The Tipping Point is a 2004 studio album by hip-hop band The Roots that blends socially conscious lyrics with live-instrumentation and experimental production.
  • E. The Tipping Point
    The Tipping Point is a bestselling non-fiction book by Malcolm Gladwell that explores how small, seemingly minor actions or events can trigger large-scale social change and trends.
  • 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: Gladwell
Triple: [Joyce Gladwell, familyName, Gladwell]
Generated description
Gladwell is a surname most notably associated with Canadian journalist and author Malcolm Gladwell.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gladwell
Target entity description: Gladwell is a surname most notably associated with Canadian journalist and author Malcolm Gladwell.
  • A. Outliers
    Outliers is a bestselling non-fiction book by Malcolm Gladwell that explores the hidden factors and cultural contexts that contribute to high levels of success.
  • B. Grit: The Power of Passion and Perseverance
    Grit: The Power of Passion and Perseverance is a bestselling psychology book by Angela Duckworth that explores how sustained passion and perseverance, rather than talent alone, drive high achievement and success.
  • C. Freakonomics
    Freakonomics is a bestselling pop-economics book that uses unconventional case studies and data analysis to reveal surprising insights about human behavior and incentives.
  • D. The Tipping Point
    The Tipping Point is a 2004 studio album by hip-hop band The Roots that blends socially conscious lyrics with live-instrumentation and experimental production.
  • E. The Tipping Point chosen
    The Tipping Point is a bestselling non-fiction book by Malcolm Gladwell that explores how small, seemingly minor actions or events can trigger large-scale social change and trends.
  • F. None of above.

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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82e79a481908ddb9609af8c4407 completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9de1c3a48190a9b3959a95627175 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9fdba3c48190b1d370f7c066801f completed May 9, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fea0b87db881909607bcf0df5b0979 completed May 9, 2026, 2:49 a.m.
Created at: April 10, 2026, 3 a.m.