Triple

T462855
Position Surface form Disambiguated ID Type / Status
Subject Brooke Astor E7378 entity
Predicate spouse P13 FINISHED
Object Charles Henry Marshall
Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
E183797 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: Charles Henry Marshall | Statement: [Brooke Astor, spouse, Charles Henry Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Henry Marshall
Context triple: [Brooke Astor, spouse, Charles Henry Marshall]
  • A. John L. Lumley
    John L. Lumley was a prominent American fluid dynamicist known for his pioneering contributions to the understanding and modeling of turbulence.
  • B. Arthur J. Brown
    Arthur J. Brown was a sports team owner best known for owning the New Jersey Americans basketball franchise, a precursor to the Brooklyn Nets in the American Basketball Association.
  • C. John H. Ferguson
    John H. Ferguson was the Louisiana judge whose ruling upholding racial segregation in the Plessy v. Ferguson case led to the U.S. Supreme Court’s landmark “separate but equal” decision.
  • D. Sir William John Kilpatrick
    Sir William John Kilpatrick was a distinguished individual known primarily for bearing the Kilpatrick name with a conferred knighthood, indicating notable service or achievement.
  • E. William Rutherford Mead
    William Rutherford Mead was an American architect best known as one of the principal partners in the influential late-19th- and early-20th-century architectural firm McKim, Mead & White.
  • 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: Charles Henry Marshall
Triple: [Brooke Astor, spouse, Charles Henry Marshall]
Generated description
Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Henry Marshall
Target entity description: Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
  • A. John L. Lumley
    John L. Lumley was a prominent American fluid dynamicist known for his pioneering contributions to the understanding and modeling of turbulence.
  • B. Arthur J. Brown
    Arthur J. Brown was a sports team owner best known for owning the New Jersey Americans basketball franchise, a precursor to the Brooklyn Nets in the American Basketball Association.
  • C. John H. Ferguson
    John H. Ferguson was the Louisiana judge whose ruling upholding racial segregation in the Plessy v. Ferguson case led to the U.S. Supreme Court’s landmark “separate but equal” decision.
  • D. Sir William John Kilpatrick
    Sir William John Kilpatrick was a distinguished individual known primarily for bearing the Kilpatrick name with a conferred knighthood, indicating notable service or achievement.
  • E. William Rutherford Mead
    William Rutherford Mead was an American architect best known as one of the principal partners in the influential late-19th- and early-20th-century architectural firm McKim, Mead & White.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efc09eac8190add4bb5823b53ba7 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad5897c8488190b5266a04150f81de completed March 8, 2026, 11:08 a.m.
NEDg Description generation batch_69ad59640ea88190b5f7de530cb98931 completed March 8, 2026, 11:11 a.m.
NED2 Entity disambiguation (via description) batch_69ad5a40bbbc819094910d0edf73be9f completed March 8, 2026, 11:15 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.