Triple

T5096934
Position Surface form Disambiguated ID Type / Status
Subject William Backhouse Astor Sr. E114888 entity
Predicate spouse P13 FINISHED
Object Margaret Rebecca Armstrong
Margaret Rebecca Armstrong was a 19th-century American socialite and member of the prominent Armstrong family who became part of the influential Astor dynasty through her marriage to William Backhouse Astor Sr.
E495027 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: Margaret Rebecca Armstrong | Statement: [William Backhouse Astor Sr., spouse, Margaret Rebecca Armstrong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Rebecca Armstrong
Context triple: [William Backhouse Astor Sr., spouse, Margaret Rebecca Armstrong]
  • A. Margaret Francis
    Margaret Francis was the mother of Peggy Shippen, the Philadelphia socialite who became the second wife of American Revolutionary War general-turned-traitor Benedict Arnold.
  • B. Margaret Gibson
    Margaret Gibson was the wife of American actor Noah Beery, associated with the early Hollywood film era.
  • C. Margaret Gamage
    Margaret Gamage was a 16th-century Welsh noblewoman of the Gamage family who became Countess of Nottingham through her marriage into the English Howard dynasty.
  • D. Elizabeth Mott
    Elizabeth Mott was a daughter of prominent American Quaker abolitionist and women's rights activist Lucretia Mott.
  • E. Marjorie Elizabeth Lloyd
    Marjorie Elizabeth Lloyd is the daughter of famed silent film comedian and actor Harold Lloyd.
  • 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: Margaret Rebecca Armstrong
Triple: [William Backhouse Astor Sr., spouse, Margaret Rebecca Armstrong]
Generated description
Margaret Rebecca Armstrong was a 19th-century American socialite and member of the prominent Armstrong family who became part of the influential Astor dynasty through her marriage to William Backhouse Astor Sr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Rebecca Armstrong
Target entity description: Margaret Rebecca Armstrong was a 19th-century American socialite and member of the prominent Armstrong family who became part of the influential Astor dynasty through her marriage to William Backhouse Astor Sr.
  • A. Margaret Francis
    Margaret Francis was the mother of Peggy Shippen, the Philadelphia socialite who became the second wife of American Revolutionary War general-turned-traitor Benedict Arnold.
  • B. Margaret Gibson
    Margaret Gibson was the wife of American actor Noah Beery, associated with the early Hollywood film era.
  • C. Margaret Gamage
    Margaret Gamage was a 16th-century Welsh noblewoman of the Gamage family who became Countess of Nottingham through her marriage into the English Howard dynasty.
  • D. Elizabeth Mott
    Elizabeth Mott was a daughter of prominent American Quaker abolitionist and women's rights activist Lucretia Mott.
  • E. Marjorie Elizabeth Lloyd
    Marjorie Elizabeth Lloyd is the daughter of famed silent film comedian and actor Harold Lloyd.
  • 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_69bd443fc49c819089629c00e311310c completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75669afc81908a8db897fe56eccd completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba80aee081908498cbe9d4f2eaa7 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebce93dc48190a43fca47cb5c0bcb completed March 21, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_69bebe0086bc81908aa38f32952b8902 completed March 21, 2026, 3:49 p.m.
Created at: March 20, 2026, 1:40 p.m.