Triple

T971937
Position Surface form Disambiguated ID Type / Status
Subject The Life of Birds E20962 entity
Predicate hasEpisode P6968 FINISHED
Object The Problems of Parenthood
"The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
E115245 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: The Problems of Parenthood | Statement: [The Life of Birds, hasEpisode, The Problems of Parenthood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Problems of Parenthood
Context triple: [The Life of Birds, hasEpisode, The Problems of Parenthood]
  • A. The Control of Parenthood
    The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
  • B. My Parents: A Differing View
    "My Parents: A Differing View" is a memoir by Anna Roosevelt Halsted offering a personal, often candid portrait of her parents, Franklin D. and Eleanor Roosevelt, and their family life behind the public image.
  • C. Coming of Age in Samoa
    Coming of Age in Samoa is a landmark 1928 anthropological study by Margaret Mead that examines Samoan adolescence to challenge Western assumptions about human development and culture.
  • D. On Marriage
    "On Marriage" is a 19th-century feminist essay that critiques the legal and social subordination of wives and argues for equal rights within marriage.
  • E. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • 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: The Problems of Parenthood
Triple: [The Life of Birds, hasEpisode, The Problems of Parenthood]
Generated description
"The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Problems of Parenthood
Target entity description: "The Problems of Parenthood" is an episode of the nature documentary series *The Life of Birds* that explores how different bird species care for, protect, and raise their young.
  • A. The Control of Parenthood
    The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
  • B. My Parents: A Differing View
    "My Parents: A Differing View" is a memoir by Anna Roosevelt Halsted offering a personal, often candid portrait of her parents, Franklin D. and Eleanor Roosevelt, and their family life behind the public image.
  • C. Coming of Age in Samoa
    Coming of Age in Samoa is a landmark 1928 anthropological study by Margaret Mead that examines Samoan adolescence to challenge Western assumptions about human development and culture.
  • D. On Marriage
    "On Marriage" is a 19th-century feminist essay that critiques the legal and social subordination of wives and argues for equal rights within marriage.
  • E. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b44c38f08190997e141d424e9e04 completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac170a00f481909da0394531ac24fe completed March 7, 2026, 12:16 p.m.
NEDg Description generation batch_69ac18e9be2081909770ab2ead56d0db completed March 7, 2026, 12:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac195b7cd08190b2c3f07d7ae849ed completed March 7, 2026, 12:26 p.m.
Created at: March 1, 2026, 7:40 p.m.