Triple

T849423
Position Surface form Disambiguated ID Type / Status
Subject Abraham Maslow E18349 entity
Predicate hasChild P369 FINISHED
Object Ann Maslow
Ann Maslow is the daughter of influential humanistic psychologist Abraham Maslow, known for his hierarchy of needs theory.
E111920 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: Ann Maslow | Statement: [Abraham Maslow, hasChild, Ann Maslow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ann Maslow
Context triple: [Abraham Maslow, hasChild, Ann Maslow]
  • A. Bertha Goodman Maslow
    Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
  • B. Abraham Maslow
    Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
  • C. Annette Lerner
    Annette Lerner is a Washington, D.C.–area philanthropist and matriarch of the Lerner family, known for their real estate empire and former ownership of the Washington Nationals baseball team.
  • D. Jane Belson
    Jane Belson was a British barrister best known as the wife of author Douglas Adams.
  • E. Joshua Schachter
    Joshua Schachter is an American entrepreneur and software engineer best known for creating the social bookmarking service Delicious, which helped popularize tagging on the web.
  • 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: Ann Maslow
Triple: [Abraham Maslow, hasChild, Ann Maslow]
Generated description
Ann Maslow is the daughter of influential humanistic psychologist Abraham Maslow, known for his hierarchy of needs theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ann Maslow
Target entity description: Ann Maslow is the daughter of influential humanistic psychologist Abraham Maslow, known for his hierarchy of needs theory.
  • A. Bertha Goodman Maslow
    Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
  • B. Abraham Maslow
    Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
  • C. Annette Lerner
    Annette Lerner is a Washington, D.C.–area philanthropist and matriarch of the Lerner family, known for their real estate empire and former ownership of the Washington Nationals baseball team.
  • D. Jane Belson
    Jane Belson was a British barrister best known as the wife of author Douglas Adams.
  • E. Joshua Schachter
    Joshua Schachter is an American entrepreneur and software engineer best known for creating the social bookmarking service Delicious, which helped popularize tagging on the web.
  • 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_69a4938b04208190b82e1df6b572c548 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac1fac3481909cba7070ce31a9b3 completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a93398a6948190981e932178aee6b9 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a93d2162ac81908830459d0c937093 completed March 5, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69a95d2e3d908190afa636dcde6db627 completed March 5, 2026, 10:38 a.m.
Created at: March 1, 2026, 7:38 p.m.