Triple

T5125427
Position Surface form Disambiguated ID Type / Status
Subject Pierce Butler E115571 entity
Predicate spouse P13 FINISHED
Object Mary Middleton
Mary Middleton was an American heiress from a prominent Southern family who became the wife of U.S. Founding Father and statesman Pierce Butler.
E498405 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: Mary Middleton | Statement: [Pierce Butler, spouse, Mary Middleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mary Middleton
Context triple: [Pierce Butler, spouse, Mary Middleton]
  • A. Henrietta Middleton
    Henrietta Middleton was a member of the prominent Middleton family of South Carolina and the wife of Edward Rutledge, a signer of the U.S. Declaration of Independence and later governor of South Carolina.
  • B. Elizabeth Poyntz
    Elizabeth Poyntz was an English noblewoman best known as the wife of Thomas Butler, Viscount Thurles, and the mother of James Butler, 1st Duke of Ormond, a leading statesman in 17th-century Ireland.
  • C. Charlotte Stanhope
    Charlotte Stanhope is a clever, manipulative young woman in Anthony Trollope’s novel "Barchester Towers," known for her scheming involvement in the social and romantic intrigues of Barchester society.
  • D. Mary Elizabeth Townshend
    Mary Elizabeth Townshend was a British aristocrat of the late 18th and early 19th centuries, known primarily as the wife of John Pitt, 2nd Earl of Chatham, and for her connections to prominent political families.
  • E. Lady Rachel Cavendish
    Lady Rachel Cavendish was an English aristocrat of the prominent Cavendish family, daughter of William Cavendish, 2nd Duke of Devonshire, and a member of the Whig political dynasty in the early 18th 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: Mary Middleton
Triple: [Pierce Butler, spouse, Mary Middleton]
Generated description
Mary Middleton was an American heiress from a prominent Southern family who became the wife of U.S. Founding Father and statesman Pierce Butler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mary Middleton
Target entity description: Mary Middleton was an American heiress from a prominent Southern family who became the wife of U.S. Founding Father and statesman Pierce Butler.
  • A. Henrietta Middleton
    Henrietta Middleton was a member of the prominent Middleton family of South Carolina and the wife of Edward Rutledge, a signer of the U.S. Declaration of Independence and later governor of South Carolina.
  • B. Elizabeth Poyntz
    Elizabeth Poyntz was an English noblewoman best known as the wife of Thomas Butler, Viscount Thurles, and the mother of James Butler, 1st Duke of Ormond, a leading statesman in 17th-century Ireland.
  • C. Charlotte Stanhope
    Charlotte Stanhope is a clever, manipulative young woman in Anthony Trollope’s novel "Barchester Towers," known for her scheming involvement in the social and romantic intrigues of Barchester society.
  • D. Mary Elizabeth Townshend
    Mary Elizabeth Townshend was a British aristocrat of the late 18th and early 19th centuries, known primarily as the wife of John Pitt, 2nd Earl of Chatham, and for her connections to prominent political families.
  • E. Lady Rachel Cavendish
    Lady Rachel Cavendish was an English aristocrat of the prominent Cavendish family, daughter of William Cavendish, 2nd Duke of Devonshire, and a member of the Whig political dynasty in the early 18th 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_69bd4442ade0819087b9461f892b206b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd78072b8c81908b5ac3b231f04136 completed March 20, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69becfd49f648190a81940e7abf7d62a completed March 21, 2026, 5:05 p.m.
NEDg Description generation batch_69bed069a0508190a5adf03150c6de8d completed March 21, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69bed12484648190be0200a510134808 completed March 21, 2026, 5:11 p.m.
Created at: March 20, 2026, 1:42 p.m.