Triple

T19933582
Position Surface form Disambiguated ID Type / Status
Subject John Bowlby E479116 entity
Predicate notableWork P4 FINISHED
Object Attachment and Loss
Attachment and Loss is John Bowlby’s influential multi-volume work that established attachment theory by exploring how early emotional bonds and their disruption shape personality development and mental health.
E1402617 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: Attachment and Loss | Statement: [John Bowlby, notableWork, Attachment and Loss]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Attachment and Loss
Context triple: [John Bowlby, notableWork, Attachment and Loss]
  • A. attachment theory
    Attachment theory is a psychological framework that explains how early relationships with caregivers shape an individual's emotional development, sense of security, and patterns of relating throughout life.
  • B. Helplessness: On Depression, Development, and Death
    Helplessness: On Depression, Development, and Death is a seminal psychology book by Martin Seligman that explores how perceived lack of control contributes to depression, development, and responses to trauma and mortality.
  • C. The Trauma of Birth
    The Trauma of Birth is a 1924 psychoanalytic work by Otto Rank that argues the experience of birth is a fundamental source of human anxiety and a key to understanding neurosis, creativity, and culture.
  • D. Notes on Grief
    Notes on Grief is a poignant memoir-essay by Chimamanda Ngozi Adichie that reflects on the death of her father and the universal experience of mourning.
  • E. This Emotional Life
    This Emotional Life is a multi-part PBS documentary series that explores the science and experience of human emotions, relationships, and mental health.
  • 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: Attachment and Loss
Triple: [John Bowlby, notableWork, Attachment and Loss]
Generated description
Attachment and Loss is John Bowlby’s influential multi-volume work that established attachment theory by exploring how early emotional bonds and their disruption shape personality development and mental health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Attachment and Loss
Target entity description: Attachment and Loss is John Bowlby’s influential multi-volume work that established attachment theory by exploring how early emotional bonds and their disruption shape personality development and mental health.
  • A. attachment theory
    Attachment theory is a psychological framework that explains how early relationships with caregivers shape an individual's emotional development, sense of security, and patterns of relating throughout life.
  • B. Helplessness: On Depression, Development, and Death
    Helplessness: On Depression, Development, and Death is a seminal psychology book by Martin Seligman that explores how perceived lack of control contributes to depression, development, and responses to trauma and mortality.
  • C. The Trauma of Birth
    The Trauma of Birth is a 1924 psychoanalytic work by Otto Rank that argues the experience of birth is a fundamental source of human anxiety and a key to understanding neurosis, creativity, and culture.
  • D. Notes on Grief
    Notes on Grief is a poignant memoir-essay by Chimamanda Ngozi Adichie that reflects on the death of her father and the universal experience of mourning.
  • E. This Emotional Life
    This Emotional Life is a multi-part PBS documentary series that explores the science and experience of human emotions, relationships, and mental health.
  • 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65a1553348190a6c4004d3f9a57c5 completed April 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07f6e639788190a63c52cf284dbe99 completed May 16, 2026, 4:47 a.m.
NEDg Description generation batch_6a07f7d235688190971c9c0063669470 completed May 16, 2026, 4:51 a.m.
NED2 Entity disambiguation (via description) batch_6a07f891e5c081909e30e9ce7c271359 completed May 16, 2026, 4:54 a.m.
Created at: April 10, 2026, 1:53 p.m.