Triple

T3675883
Position Surface form Disambiguated ID Type / Status
Subject Malcolm Gladwell E77989 entity
Predicate mother P120 FINISHED
Object Joyce Gladwell
Joyce Gladwell is a Jamaican-born psychotherapist and memoirist best known as the mother of author Malcolm Gladwell and for her influential book "Brown Face, Big Master."
E378563 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: Joyce Gladwell | Statement: [Malcolm Gladwell, mother, Joyce Gladwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joyce Gladwell
Context triple: [Malcolm Gladwell, mother, Joyce Gladwell]
  • A. Joyce Wallace
    Joyce Wallace was the wife of British Army officer and senior World War II commander Field Marshal Sir Henry Maitland Wilson.
  • B. Elaine Risley
    Elaine Risley is the introspective painter and protagonist of Margaret Atwood’s novel "Cat’s Eye," whose memories of childhood bullying and complex female friendships shape her understanding of identity and memory.
  • C. Joyce King
    Joyce King is a personal name shared by multiple individuals, including professionals in fields such as academia, law, and the arts.
  • D. Jill Messick
    Jill Messick was an American film producer and entertainment executive who co-founded Sally Ride Science and worked on several notable Hollywood projects.
  • E. Joanne Rogers
    Joanne Rogers was an American concert pianist and television personality best known as the longtime wife and collaborator of children's television icon Fred Rogers and as a prominent advocate for his legacy.
  • 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: Joyce Gladwell
Triple: [Malcolm Gladwell, mother, Joyce Gladwell]
Generated description
Joyce Gladwell is a Jamaican-born psychotherapist and memoirist best known as the mother of author Malcolm Gladwell and for her influential book "Brown Face, Big Master."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joyce Gladwell
Target entity description: Joyce Gladwell is a Jamaican-born psychotherapist and memoirist best known as the mother of author Malcolm Gladwell and for her influential book "Brown Face, Big Master."
  • A. Joyce Wallace
    Joyce Wallace was the wife of British Army officer and senior World War II commander Field Marshal Sir Henry Maitland Wilson.
  • B. Elaine Risley
    Elaine Risley is the introspective painter and protagonist of Margaret Atwood’s novel "Cat’s Eye," whose memories of childhood bullying and complex female friendships shape her understanding of identity and memory.
  • C. Joyce King
    Joyce King is a personal name shared by multiple individuals, including professionals in fields such as academia, law, and the arts.
  • D. Jill Messick
    Jill Messick was an American film producer and entertainment executive who co-founded Sally Ride Science and worked on several notable Hollywood projects.
  • E. Joanne Rogers
    Joanne Rogers was an American concert pianist and television personality best known as the longtime wife and collaborator of children's television icon Fred Rogers and as a prominent advocate for his legacy.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc462ffdc8190896e9f98f648e2f3 completed March 8, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48856b7d481909d9cc32586d61d44 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b489b0de348190a339affb0d59e4b3 completed March 13, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69b4bc976fc881909a067b73002c5305 completed March 14, 2026, 1:40 a.m.
Created at: March 8, 2026, 3:25 p.m.