Triple

T9298628
Position Surface form Disambiguated ID Type / Status
Subject Hopkinson E223703 entity
Predicate hasNotableBearer P458 FINISHED
Object Barbara Hopkinson
Barbara Hopkinson is an author and grief recovery advocate known for helping individuals and families cope with the loss of loved ones.
E928470 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: Barbara Hopkinson | Statement: [Hopkinson, hasNotableBearer, Barbara Hopkinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Hopkinson
Context triple: [Hopkinson, hasNotableBearer, Barbara Hopkinson]
  • A. Barbara Richardson
    Barbara Richardson is an American public figure best known as the longtime wife and partner of the late New Mexico governor and U.S. diplomat Bill Richardson, with whom she was active in civic and charitable causes.
  • B. Barbara Spooner
    Barbara Spooner was an English philanthropist and devout evangelical Christian best known as the wife and close supporter of abolitionist William Wilberforce.
  • C. Barbara Crow
    Barbara Crow is a Canadian sociologist and academic leader known for her work in feminist theory, digital media, and higher-education administration.
  • D. Barbara Cushing
    Barbara Cushing was an American socialite and one of the famous Cushing sisters, noted for her prominent marriages and influence in mid-20th-century high society.
  • E. Barbara M. Rolph
    Barbara M. Rolph was the woman who sponsored the U.S. Navy heavy cruiser USS San Francisco (CA-38) at its launching ceremony.
  • 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: Barbara Hopkinson
Triple: [Hopkinson, hasNotableBearer, Barbara Hopkinson]
Generated description
Barbara Hopkinson is an author and grief recovery advocate known for helping individuals and families cope with the loss of loved ones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Hopkinson
Target entity description: Barbara Hopkinson is an author and grief recovery advocate known for helping individuals and families cope with the loss of loved ones.
  • A. Barbara Richardson
    Barbara Richardson is an American public figure best known as the longtime wife and partner of the late New Mexico governor and U.S. diplomat Bill Richardson, with whom she was active in civic and charitable causes.
  • B. Barbara Spooner
    Barbara Spooner was an English philanthropist and devout evangelical Christian best known as the wife and close supporter of abolitionist William Wilberforce.
  • C. Barbara Crow
    Barbara Crow is a Canadian sociologist and academic leader known for her work in feminist theory, digital media, and higher-education administration.
  • D. Barbara Cushing
    Barbara Cushing was an American socialite and one of the famous Cushing sisters, noted for her prominent marriages and influence in mid-20th-century high society.
  • E. Barbara M. Rolph
    Barbara M. Rolph was the woman who sponsored the U.S. Navy heavy cruiser USS San Francisco (CA-38) at its launching ceremony.
  • 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_69ca8423edb08190bc0c91287a484768 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd08cf50cc8190a025f478dff4f9fd completed April 1, 2026, noon
NED1 Entity disambiguation (via context triple) batch_69e6035cf86081909603cec9aa5bd9d6 completed April 20, 2026, 10:43 a.m.
NEDg Description generation batch_69e610a07bf881908de79850edb9576f completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e617fdaaa88190a1860fb00309596b completed April 20, 2026, 12:11 p.m.
Created at: March 30, 2026, 7:36 p.m.