Triple

T14357547
Position Surface form Disambiguated ID Type / Status
Subject Reyner Banham E356008 entity
Predicate spouse P13 FINISHED
Object Mary Banham
Mary Banham was a British architectural historian and editor known for her collaborative work with her husband, critic Reyner Banham, and for her contributions to the study and documentation of modern architecture.
 E1317030 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 Banham | Statement: [Reyner Banham, spouse, Mary Banham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mary Banham
Context triple: [Reyner Banham, spouse, Mary Banham]
  • A. Margaret Grubb
    Margaret Grubb was the first wife of L. Ron Hubbard, the founder of Scientology, and the mother of two of his children.
  • B. Maria Bingham
    Maria Bingham was a 19th-century American woman known primarily as a member of the prominent Bingham missionary family of New England.
  • C. Maria Weston
    Maria Weston was a 19th-century American abolitionist and social reformer known for her leadership in the anti-slavery movement.
  • D. Elizabeth Mott
    Elizabeth Mott was a daughter of prominent American Quaker abolitionist and women's rights activist Lucretia Mott.
  • E. Mary Bingham
    Mary Bingham is a notable member of the prominent Bingham family, recognized for her association with this influential lineage.
  • 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 Banham
Triple: [Reyner Banham, spouse, Mary Banham]
Generated description
Mary Banham was a British architectural historian and editor known for her collaborative work with her husband, critic Reyner Banham, and for her contributions to the study and documentation of modern architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mary Banham
Target entity description: Mary Banham was a British architectural historian and editor known for her collaborative work with her husband, critic Reyner Banham, and for her contributions to the study and documentation of modern architecture.
  • A. Margaret Grubb
    Margaret Grubb was the first wife of L. Ron Hubbard, the founder of Scientology, and the mother of two of his children.
  • B. Maria Bingham
    Maria Bingham was a 19th-century American woman known primarily as a member of the prominent Bingham missionary family of New England.
  • C. Maria Weston
    Maria Weston was a 19th-century American abolitionist and social reformer known for her leadership in the anti-slavery movement.
  • D. Elizabeth Mott
    Elizabeth Mott was a daughter of prominent American Quaker abolitionist and women's rights activist Lucretia Mott.
  • E. Mary Bingham
    Mary Bingham is a notable member of the prominent Bingham family, recognized for her association with this influential lineage.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f52ca7881908704eef20228aed3 completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb3d6fb88190b23f825fe325622b completed May 12, 2026, 11:43 p.m.
NEDg Description generation batch_6a03bc72aea48190992d7623970eef55 completed May 12, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_6a03bd887970819088b68d18791e2a07 completed May 12, 2026, 11:53 p.m.
Created at: April 10, 2026, 1:15 a.m.