Triple

T8063859
Position Surface form Disambiguated ID Type / Status
Subject Margaret Louisa Vanderbilt Shepard E188191 entity
Predicate child P120 FINISHED
Object Maria Louise Shepard
Maria Louise Shepard was a member of the prominent Vanderbilt family of American high society during the late 19th and early 20th centuries.
E755612 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: Maria Louise Shepard | Statement: [Margaret Louisa Vanderbilt Shepard, child, Maria Louise Shepard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maria Louise Shepard
Context triple: [Margaret Louisa Vanderbilt Shepard, child, Maria Louise Shepard]
  • A. Mary Bingham
    Mary Bingham is a notable member of the prominent Bingham family, recognized for her association with this influential lineage.
  • B. Maria Louisa Kissam
    Maria Louisa Kissam was a 19th-century American socialite best known as the wife of railroad magnate William Henry Vanderbilt and the mother of Frederick William Vanderbilt.
  • C. Elizabeth Griscom
    Elizabeth Griscom, better known as Betsy Ross, was an American upholsterer and seamstress traditionally credited with sewing the first flag of the United States.
  • D. Mary Louise Davis
    Mary Louise Davis is the mother of American stand-up comedian, writer, and filmmaker Louis C.K.
  • E. Mary Louise
    Mary Louise is the given first name of Irish politician Mary Lou McDonald, leader of the Sinn Féin party.
  • 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: Maria Louise Shepard
Triple: [Margaret Louisa Vanderbilt Shepard, child, Maria Louise Shepard]
Generated description
Maria Louise Shepard was a member of the prominent Vanderbilt family of American high society during the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maria Louise Shepard
Target entity description: Maria Louise Shepard was a member of the prominent Vanderbilt family of American high society during the late 19th and early 20th centuries.
  • A. Mary Bingham
    Mary Bingham is a notable member of the prominent Bingham family, recognized for her association with this influential lineage.
  • B. Maria Louisa Kissam
    Maria Louisa Kissam was a 19th-century American socialite best known as the wife of railroad magnate William Henry Vanderbilt and the mother of Frederick William Vanderbilt.
  • C. Elizabeth Griscom
    Elizabeth Griscom, better known as Betsy Ross, was an American upholsterer and seamstress traditionally credited with sewing the first flag of the United States.
  • D. Mary Louise Davis
    Mary Louise Davis is the mother of American stand-up comedian, writer, and filmmaker Louis C.K.
  • E. Mary Louise
    Mary Louise is the given first name of Irish politician Mary Lou McDonald, leader of the Sinn Féin party.
  • 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fce95f08190b803956a20082e95 completed March 31, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf421875f88190a005c3ffba04dffe completed April 3, 2026, 4:29 a.m.
NEDg Description generation batch_69cf43ead588819094089bea94c27207 completed April 3, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69cf453fa3e4819082466c59649c2f35 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 5:26 p.m.