Triple

T280727
Position Surface form Disambiguated ID Type / Status
Subject Henry Middleton E5347 entity
Predicate spouse P13 FINISHED
Object Mary Williams
Mary Williams was the wife of American planter and statesman Henry Middleton, a prominent figure in colonial South Carolina.
E150117 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 Williams | Statement: [Henry Middleton, spouse, Mary Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mary Williams
Context triple: [Henry Middleton, spouse, Mary Williams]
  • A. Emily Carmichael
    Emily Carmichael is an American filmmaker and screenwriter known for her work on genre films such as Pacific Rim: Uprising and for her distinctive, imaginative storytelling style.
  • B. Chloe Anthony Wofford Morrison
    Chloe Anthony Wofford Morrison was an acclaimed American novelist, essayist, and Nobel Prize laureate best known for her powerful explorations of African American life and history in works such as "Beloved."
  • C. Mary Newman
    Mary Newman was the first wife of the English sea captain and explorer Sir Francis Drake in the late 16th century.
  • D. Lisa Rogers
    Lisa Rogers is a member of the Rogers family, known as the daughter of Canadian businessman and media magnate Ted Rogers.
  • E. Priscilla Anne Wilkinson
    Priscilla Anne Wilkinson was the wife of influential classical economist David Ricardo, known primarily through her marriage into his prominent 19th-century English family.
  • 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 Williams
Triple: [Henry Middleton, spouse, Mary Williams]
Generated description
Mary Williams was the wife of American planter and statesman Henry Middleton, a prominent figure in colonial South Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mary Williams
Target entity description: Mary Williams was the wife of American planter and statesman Henry Middleton, a prominent figure in colonial South Carolina.
  • A. Emily Carmichael
    Emily Carmichael is an American filmmaker and screenwriter known for her work on genre films such as Pacific Rim: Uprising and for her distinctive, imaginative storytelling style.
  • B. Chloe Anthony Wofford Morrison
    Chloe Anthony Wofford Morrison was an acclaimed American novelist, essayist, and Nobel Prize laureate best known for her powerful explorations of African American life and history in works such as "Beloved."
  • C. Mary Newman
    Mary Newman was the first wife of the English sea captain and explorer Sir Francis Drake in the late 16th century.
  • D. Lisa Rogers
    Lisa Rogers is a member of the Rogers family, known as the daughter of Canadian businessman and media magnate Ted Rogers.
  • E. Priscilla Anne Wilkinson
    Priscilla Anne Wilkinson was the wife of influential classical economist David Ricardo, known primarily through her marriage into his prominent 19th-century English family.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25e0868708190ad551ca06cc57f4a completed Feb. 28, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69acbac916188190b850b247232887a2 completed March 7, 2026, 11:54 p.m.
NEDg Description generation batch_69acbb6b51608190a90f63b6fdd51690 completed March 7, 2026, 11:57 p.m.
NED2 Entity disambiguation (via description) batch_69acbbdbab04819087b42477acbbb5f4 completed March 7, 2026, 11:59 p.m.
Created at: Feb. 28, 2026, 2:59 a.m.