Triple
T2384073
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ava Lowle Willing |
E46376
|
entity |
| Predicate | divorced |
P23411
|
FINISHED |
| Object | John Jacob Astor IV |
E34956
|
NE FINISHED |
How this triple was built (3 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 | Statement: [Ava Lowle Willing, divorced, John Jacob Astor IV]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Jacob Astor IV Context triple: [Ava Lowle Willing, divorced, John Jacob Astor IV]
-
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.
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.
-
C.
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.
-
D.
John Jacob Astor
John Jacob Astor was a German-American fur trader and real estate magnate who became the first multi-millionaire in the United States and one of the wealthiest men of the early 19th century.
-
E.
William Backhouse Astor Sr.
William Backhouse Astor Sr. was a prominent 19th-century American businessman and real estate magnate who greatly expanded the Astor family fortune and influence.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: divorced Context triple: [Ava Lowle Willing, divorced, John Jacob Astor IV]
-
A.
divorceReason
Indicates the reason or cause for which a marriage ended in divorce between two individuals.
-
B.
spouseRelationshipEnd
Indicates that a marital relationship between two individuals has ended, such as through divorce, annulment, or separation.
-
C.
divorceEffect
Indicates the legal and relational consequences that result from a divorce between two parties.
-
D.
exSpouse
chosen
Indicates that two people were formerly married to each other but are no longer spouses.
-
E.
marriedAfter
Indicates that one marriage occurred later in time than another specified marriage.
- F. None of above.
Provenance (4 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_69a88a1554a48190a0180682bcf099be |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc7bc87d0819090cd9d19d748bcc3 |
completed | March 7, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1f7ac4c8819091132fa9cb265552 |
completed | March 9, 2026, 7:28 p.m. |
| PD | Predicate disambiguation | batch_69abc59f73f08190924a36d7d475d8f4 |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:57 p.m.