Triple

T11736301
Position Surface form Disambiguated ID Type / Status
Subject Madeleine Talmage Force E279034 entity
Predicate spouse P13 FINISHED
Object John Jacob Astor IV 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 | Statement: [Madeleine Talmage Force, spouse, John Jacob Astor IV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Jacob Astor IV
Context triple: [Madeleine Talmage Force, spouse, 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. John Jacob Astor III
    John Jacob Astor III was a prominent 19th-century American financier and philanthropist from the wealthy Astor family.
  • D. John Jacob Astor VII
    John Jacob Astor VII was a member of the prominent Astor family, heirs to a vast American fortune built in real estate and fur trading.
  • E. John Rudolph Astor
    John Rudolph Astor was a member of the prominent Astor family, known as a British aristocrat and businessman connected to the influential Anglo-American Astor dynasty.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4edced48190b7a59dd45921828e completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f280c4d8f4819094f3ebf67f4584a5 completed April 29, 2026, 10:05 p.m.
Created at: April 8, 2026, 9:41 p.m.