Triple

T21985274
Position Surface form Disambiguated ID Type / Status
Subject William Bingham E542942 entity
Predicate spouse P13 FINISHED
Object Ann Willing Bingham
Ann Willing Bingham was a prominent American socialite of the late 18th century, renowned for her beauty, influence in Philadelphia high society, and correspondence with leading statesmen of the early United States.
E1511676 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: Ann Willing Bingham | Statement: [William Bingham, spouse, Ann Willing Bingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ann Willing Bingham
Context triple: [William Bingham, spouse, Ann Willing Bingham]
  • A. Sarah Kemble
    Sarah Kemble, better known by her stage name Sarah Siddons, was a celebrated 18th-century British tragedienne renowned for her powerful performances, especially as Lady Macbeth.
  • B. Margaret Coxe
    Margaret Coxe was a 19th-century American educator and author known for her writings on women's education and moral instruction.
  • C. Amanda Randolph
    Amanda Randolph was an American actress and comedian recognized as one of the first African-American women to star in a regular television series.
  • D. Anne Calvert
    Anne Calvert was a member of the prominent Calvert family of colonial Maryland, known primarily as a daughter of Benedict Calvert, 4th Baron Baltimore.
  • E. Anne Calvert
    Anne Calvert was an English noblewoman of the 16th century, known primarily through her connection to the prominent Mynne 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: Ann Willing Bingham
Triple: [William Bingham, spouse, Ann Willing Bingham]
Generated description
Ann Willing Bingham was a prominent American socialite of the late 18th century, renowned for her beauty, influence in Philadelphia high society, and correspondence with leading statesmen of the early United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ann Willing Bingham
Target entity description: Ann Willing Bingham was a prominent American socialite of the late 18th century, renowned for her beauty, influence in Philadelphia high society, and correspondence with leading statesmen of the early United States.
  • A. Sarah Kemble
    Sarah Kemble, better known by her stage name Sarah Siddons, was a celebrated 18th-century British tragedienne renowned for her powerful performances, especially as Lady Macbeth.
  • B. Margaret Coxe
    Margaret Coxe was a 19th-century American educator and author known for her writings on women's education and moral instruction.
  • C. Amanda Randolph
    Amanda Randolph was an American actress and comedian recognized as one of the first African-American women to star in a regular television series.
  • D. Anne Calvert
    Anne Calvert was a member of the prominent Calvert family of colonial Maryland, known primarily as a daughter of Benedict Calvert, 4th Baron Baltimore.
  • E. Anne Calvert
    Anne Calvert was an English noblewoman of the 16th century, known primarily through her connection to the prominent Mynne 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_69e0c48136b081908831fa907cc02e18 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f12708cdcc81909511d9f81bd8f20e completed April 28, 2026, 9:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d7d735081909b86cafe3bc85186 completed May 18, 2026, 1:38 a.m.
NEDg Description generation batch_6a0a6e3690e88190a8cabaa29a84799e completed May 18, 2026, 1:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6ea775988190865a406893a467cc completed May 18, 2026, 1:43 a.m.
Created at: April 16, 2026, 8:04 p.m.