Triple

T20235972
Position Surface form Disambiguated ID Type / Status
Subject Harriet Heyman E498148 entity
Predicate authorOf P4244 FINISHED
Object How to Raise a Wild Child (article and essays, not the book)
"How to Raise a Wild Child" is a reflective article/essay exploring the importance of children’s unstructured play and connection with nature, written by journalist and author Harriet Heyman.
E1419741 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: How to Raise a Wild Child (article and essays, not the book) | Statement: [Harriet Heyman, authorOf, How to Raise a Wild Child (article and essays, not the book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Raise a Wild Child (article and essays, not the book)
Context triple: [Harriet Heyman, authorOf, How to Raise a Wild Child (article and essays, not the book)]
  • A. Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love
    "Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love" is a nonfiction book by Jennifer Margulis that shares humorous and insightful real-life anecdotes about the challenges and joys of parenting toddlers.
  • B. On the Education of Children
    On the Education of Children is a moral and philosophical essay by Plutarch offering guidance on the proper upbringing and instruction of the young.
  • C. How to Be a Child
    "How to Be a Child" is a humorous, reflective essay by Umberto Eco that playfully examines childhood and the adult gaze on it, included in his collection *How to Travel with a Salmon and Other Essays*.
  • D. The Book You Wish Your Parents Had Read (and Your Children Will Be Glad That You Did)
    "The Book You Wish Your Parents Had Read (and Your Children Will Be Glad That You Did)" is a popular parenting guide by psychotherapist Philippa Perry that focuses on building emotionally healthy, empathetic relationships between parents and children.
  • E. How to Be a Parent
    "How to Be a Parent" is a humorous, reflective essay by Umberto Eco that offers wry observations on the challenges and absurdities of raising children.
  • 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: How to Raise a Wild Child (article and essays, not the book)
Triple: [Harriet Heyman, authorOf, How to Raise a Wild Child (article and essays, not the book)]
Generated description
"How to Raise a Wild Child" is a reflective article/essay exploring the importance of children’s unstructured play and connection with nature, written by journalist and author Harriet Heyman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Raise a Wild Child (article and essays, not the book)
Target entity description: "How to Raise a Wild Child" is a reflective article/essay exploring the importance of children’s unstructured play and connection with nature, written by journalist and author Harriet Heyman.
  • A. Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love
    "Toddler: Real-Life Stories of Those Fickle, Irrational, Urgent, Tiny People We Love" is a nonfiction book by Jennifer Margulis that shares humorous and insightful real-life anecdotes about the challenges and joys of parenting toddlers.
  • B. On the Education of Children
    On the Education of Children is a moral and philosophical essay by Plutarch offering guidance on the proper upbringing and instruction of the young.
  • C. How to Be a Child
    "How to Be a Child" is a humorous, reflective essay by Umberto Eco that playfully examines childhood and the adult gaze on it, included in his collection *How to Travel with a Salmon and Other Essays*.
  • D. The Book You Wish Your Parents Had Read (and Your Children Will Be Glad That You Did)
    "The Book You Wish Your Parents Had Read (and Your Children Will Be Glad That You Did)" is a popular parenting guide by psychotherapist Philippa Perry that focuses on building emotionally healthy, empathetic relationships between parents and children.
  • E. How to Be a Parent
    "How to Be a Parent" is a humorous, reflective essay by Umberto Eco that offers wry observations on the challenges and absurdities of raising children.
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6716a5af0819095ea419a4d1f0d1d completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a084b90635c8190b7452042a4dcc271 completed May 16, 2026, 10:48 a.m.
NEDg Description generation batch_6a084d86121c8190bba37790a114cfae completed May 16, 2026, 10:57 a.m.
NED2 Entity disambiguation (via description) batch_6a084dded4908190a63889b4c382d76f completed May 16, 2026, 10:58 a.m.
Created at: April 11, 2026, 11:40 p.m.