Triple
T2588332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brooke Astor |
E58055
|
entity |
| Predicate | hasRelative |
P367
|
FINISHED |
| Object | John Jacob Astor IV (by marriage) |
E34956
|
NE FINISHED |
How this triple was built (2 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: John Jacob Astor IV (by marriage) | Statement: [Brooke Astor, hasRelative, John Jacob Astor IV (by marriage)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Jacob Astor IV (by marriage) Context triple: [Brooke Astor, hasRelative, John Jacob Astor IV (by marriage)]
-
A.
John Jacob Astor IV
chosen
John Jacob Astor IV was a prominent American businessman, real estate magnate, and member of the wealthy Astor family who famously died in the sinking of the RMS Titanic in 1912.
-
B.
William Backhouse Astor Jr.
William Backhouse Astor Jr. was a prominent 19th-century American businessman and member of the wealthy Astor dynasty, known for his role in managing the family’s real estate fortune and for his social prominence during the Gilded Age.
-
C.
John Jacob Astor VI
John Jacob Astor VI was an American socialite and member of the prominent Astor family, famously born after his father died in the sinking of the Titanic.
-
D.
Vincent Astor
Vincent Astor was an American businessman, philanthropist, and heir to the Astor family fortune who became one of the wealthiest men of his era and a prominent New York society figure.
-
E.
Brooke Astor
Brooke Astor was an American philanthropist and socialite renowned for her extensive charitable work and leadership in New York City's cultural and social institutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4ac019c8819094add11c46706e32 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd3fd1d608190a0cf0d12a9e6ce59 |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83ba83c48190bf65ff666830c758 |
completed | March 10, 2026, 2:36 a.m. |
Created at: March 6, 2026, 9:49 p.m.