Triple

T11504723
Position Surface form Disambiguated ID Type / Status
Subject Beto O'Rourke E272751 entity
Predicate spouse P13 FINISHED
Object Amy Hoover Sanders
Amy Hoover Sanders is an American educator and nonprofit leader best known as the wife of politician Beto O'Rourke.
 E936790 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: Amy Hoover Sanders | Statement: [Beto O'Rourke, spouse, Amy Hoover Sanders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amy Hoover Sanders
Context triple: [Beto O'Rourke, spouse, Amy Hoover Sanders]
  • A. Mary Elizabeth Baird
    Mary Elizabeth Baird was the mother of Ruth Bryan Owen, the pioneering American congresswoman and diplomat.
  • B. Mary Johnson Stover
    Mary Johnson Stover was the daughter of U.S. President Andrew Johnson and First Lady Eliza McCardle Johnson, known for serving as a White House hostess during her father's administration.
  • C. Elizabeth Claire Kemper
    Elizabeth Claire Kemper is an American actress and comedian best known for her roles on the TV series "The Office" and "Unbreakable Kimmy Schmidt."
  • D. Martha Joyce Sands
    Martha Joyce Sands is the mother of British archaeologist Howard Carter, famed for discovering the tomb of Tutankhamun.
  • E. Jane Snyder Richards
    Jane Snyder Richards was a prominent 19th-century Latter-day Saint woman known for her leadership in the Relief Society and her role in early Mormon pioneer history.
  • 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: Amy Hoover Sanders
Triple: [Beto O'Rourke, spouse, Amy Hoover Sanders]
Generated description
Amy Hoover Sanders is an American educator and nonprofit leader best known as the wife of politician Beto O'Rourke.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amy Hoover Sanders
Target entity description: Amy Hoover Sanders is an American educator and nonprofit leader best known as the wife of politician Beto O'Rourke.
  • A. Mary Elizabeth Baird
    Mary Elizabeth Baird was the mother of Ruth Bryan Owen, the pioneering American congresswoman and diplomat.
  • B. Mary Johnson Stover
    Mary Johnson Stover was the daughter of U.S. President Andrew Johnson and First Lady Eliza McCardle Johnson, known for serving as a White House hostess during her father's administration.
  • C. Elizabeth Claire Kemper
    Elizabeth Claire Kemper is an American actress and comedian best known for her roles on the TV series "The Office" and "Unbreakable Kimmy Schmidt."
  • D. Martha Joyce Sands
    Martha Joyce Sands is the mother of British archaeologist Howard Carter, famed for discovering the tomb of Tutankhamun.
  • E. Jane Snyder Richards
    Jane Snyder Richards was a prominent 19th-century Latter-day Saint woman known for her leadership in the Relief Society and her role in early Mormon pioneer history.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db2f4b08190801de1b773932f59 completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee86853e088190a9c1378aad45fa18 completed April 26, 2026, 9:41 p.m.
NEDg Description generation batch_69ee9cf1cb2481908bc473c87bc42d60 completed April 26, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_69eecd31894481908dbd55f605c693f9 completed April 27, 2026, 2:42 a.m.
Created at: April 8, 2026, 9:36 p.m.