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.