Triple

T11916986
Position Surface form Disambiguated ID Type / Status
Subject Leonard Neale E283549 entity
Predicate sibling P363 FINISHED
Object Margaret Neale
Margaret Neale is an American organizational behavior scholar and negotiation expert, best known as a longtime professor at Stanford Graduate School of Business.
E1103918 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: Margaret Neale | Statement: [Leonard Neale, sibling, Margaret Neale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Neale
Context triple: [Leonard Neale, sibling, Margaret Neale]
  • A. Elizabeth Johns Neall
    Elizabeth Johns Neall was a 19th-century American Quaker abolitionist and women's rights advocate active in reform movements alongside her husband, journalist and antislavery leader Sydney Howard Gay.
  • B. Margaret Wilson
    Margaret Wilson was a young Scottish Covenanter martyr famously executed by drowning in 1685 for refusing to renounce her Presbyterian faith during the period known as the Killing Times.
  • C. Margaret Johnston
    Margaret Johnston was the wife of British calligrapher and type designer Edward Johnston, noted for her supportive role in his personal and professional life.
  • D. Margaret Johnston
    Margaret Johnston was a British actress known for her work on stage and in films during the mid-20th century.
  • E. Margaret Wade
    Margaret Wade was a pioneering American women’s basketball coach, best known for leading Delta State University to multiple national championships in the 1970s and for having the Wade Trophy, women’s basketball’s top collegiate player award, named in her honor.
  • 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: Margaret Neale
Triple: [Leonard Neale, sibling, Margaret Neale]
Generated description
Margaret Neale is an American organizational behavior scholar and negotiation expert, best known as a longtime professor at Stanford Graduate School of Business.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Neale
Target entity description: Margaret Neale is an American organizational behavior scholar and negotiation expert, best known as a longtime professor at Stanford Graduate School of Business.
  • A. Elizabeth Johns Neall
    Elizabeth Johns Neall was a 19th-century American Quaker abolitionist and women's rights advocate active in reform movements alongside her husband, journalist and antislavery leader Sydney Howard Gay.
  • B. Margaret Wilson
    Margaret Wilson was a young Scottish Covenanter martyr famously executed by drowning in 1685 for refusing to renounce her Presbyterian faith during the period known as the Killing Times.
  • C. Margaret Johnston
    Margaret Johnston was the wife of British calligrapher and type designer Edward Johnston, noted for her supportive role in his personal and professional life.
  • D. Margaret Johnston
    Margaret Johnston was a British actress known for her work on stage and in films during the mid-20th century.
  • E. Margaret Wade
    Margaret Wade was a pioneering American women’s basketball coach, best known for leading Delta State University to multiple national championships in the 1970s and for having the Wade Trophy, women’s basketball’s top collegiate player award, named in her honor.
  • 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e8deb14881909b65a1f159aec65f completed April 10, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a2796cc81908b6d4cf71f39e88a completed May 8, 2026, 5:52 a.m.
NEDg Description generation batch_69fd7cb98ba08190bddf0656c44e8d4e completed May 8, 2026, 6:03 a.m.
NED2 Entity disambiguation (via description) batch_69fd7d58e5308190a1352d1698ddb58b completed May 8, 2026, 6:06 a.m.
Created at: April 8, 2026, 9:44 p.m.