Triple

T2344942
Position Surface form Disambiguated ID Type / Status
Subject Alfred Gwynne Vanderbilt E45108 entity
Predicate spouse P13 FINISHED
Object Margaret Emerson
Margaret Emerson was a wealthy American heiress and socialite from the Bromo-Seltzer fortune, known for her prominence in early 20th-century high society.
E265558 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 Emerson | Statement: [Alfred Gwynne Vanderbilt, spouse, Margaret Emerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Emerson
Context triple: [Alfred Gwynne Vanderbilt, spouse, Margaret Emerson]
  • A. Margaret McGregor
    Margaret McGregor was the wife of American frontiersman and military officer Robert Rogers, associated with the colonial era in North America.
  • B. Emily Willans
    Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
  • C. Helen Muir
    Helen Muir was the daughter of famed naturalist and conservationist John Muir, who helped preserve and promote her father's legacy.
  • D. Margaret Moffette Lea
    Margaret Moffette Lea was the second wife of Texas statesman Sam Houston and a prominent 19th-century Southern woman known for her influence on his personal life and religious convictions.
  • E. Emily Davies
    Emily Davies was a pioneering British feminist and educational reformer who played a key role in opening university education to women in the 19th century.
  • 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 Emerson
Triple: [Alfred Gwynne Vanderbilt, spouse, Margaret Emerson]
Generated description
Margaret Emerson was a wealthy American heiress and socialite from the Bromo-Seltzer fortune, known for her prominence in early 20th-century high society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Emerson
Target entity description: Margaret Emerson was a wealthy American heiress and socialite from the Bromo-Seltzer fortune, known for her prominence in early 20th-century high society.
  • A. Margaret McGregor
    Margaret McGregor was the wife of American frontiersman and military officer Robert Rogers, associated with the colonial era in North America.
  • B. Emily Willans
    Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
  • C. Helen Muir
    Helen Muir was the daughter of famed naturalist and conservationist John Muir, who helped preserve and promote her father's legacy.
  • D. Margaret Moffette Lea
    Margaret Moffette Lea was the second wife of Texas statesman Sam Houston and a prominent 19th-century Southern woman known for her influence on his personal life and religious convictions.
  • E. Emily Davies
    Emily Davies was a pioneering British feminist and educational reformer who played a key role in opening university education to women in the 19th century.
  • 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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6afe38c81909deb1de2a1c4eda9 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf2ae2c4819083403236e27d4b5e completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec4bf846c8190a75ac57309a0102b completed March 9, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_69aec52ac8dc819080901508cbcb3b8b completed March 9, 2026, 1:03 p.m.
Created at: March 4, 2026, 7:52 p.m.