Triple

T21985277
Position Surface form Disambiguated ID Type / Status
Subject William Bingham E542942 entity
Predicate child P120 FINISHED
Object Maria Matilda Bingham
Maria Matilda Bingham was the daughter of prominent American statesman and wealthy landowner William Bingham, known primarily through her connection to this influential early American family.
 E1513599 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 Matilda Bingham | Statement: [William Bingham, child, Maria Matilda Bingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maria Matilda Bingham
Context triple: [William Bingham, child, Maria Matilda Bingham]
  • A. Maria Bingham
    Maria Bingham was a 19th-century American woman known primarily as a member of the prominent Bingham missionary family of New England.
  • B. Mary Bingham
    Mary Bingham is a notable member of the prominent Bingham family, recognized for her association with this influential lineage.
  • C. Lydia Bingham
    Lydia Bingham was a 19th-century American woman known primarily as a member of the prominent Bingham family of missionaries and public figures.
  • D. Clara Bingham
    Clara Bingham is an American journalist, author, and documentary producer known for her investigative work on gender, power, and workplace harassment.
  • E. Amabel James
    Amabel James is known as the spouse of British businessman and hedge fund manager Tony James.
  • 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 Matilda Bingham
Triple: [William Bingham, child, Maria Matilda Bingham]
Generated description
Maria Matilda Bingham was the daughter of prominent American statesman and wealthy landowner William Bingham, known primarily through her connection to this influential early American family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maria Matilda Bingham
Target entity description: Maria Matilda Bingham was the daughter of prominent American statesman and wealthy landowner William Bingham, known primarily through her connection to this influential early American family.
  • A. Maria Bingham
    Maria Bingham was a 19th-century American woman known primarily as a member of the prominent Bingham missionary family of New England.
  • B. Mary Bingham
    Mary Bingham is a notable member of the prominent Bingham family, recognized for her association with this influential lineage.
  • C. Lydia Bingham
    Lydia Bingham was a 19th-century American woman known primarily as a member of the prominent Bingham family of missionaries and public figures.
  • D. Clara Bingham
    Clara Bingham is an American journalist, author, and documentary producer known for her investigative work on gender, power, and workplace harassment.
  • E. Amabel James
    Amabel James is known as the spouse of British businessman and hedge fund manager Tony James.
  • 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_6a0a736bfe7081909db00c0d0c4a4d8f completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a74fbaad081908c82af6989820455 completed May 18, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75da70b0819086ad27b3f422c1a9 completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 8:04 p.m.