Triple

T7262733
Position Surface form Disambiguated ID Type / Status
Subject Buster Keaton E159693 entity
Predicate spouse P13 FINISHED
Object Natalie Talmadge
Natalie Talmadge was an American silent film actress and member of the prominent Talmadge acting family in early Hollywood.
E656529 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: Natalie Talmadge | Statement: [Buster Keaton, spouse, Natalie Talmadge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Natalie Talmadge
Context triple: [Buster Keaton, spouse, Natalie Talmadge]
  • A. Constance Talmadge
    Constance Talmadge was a popular American silent film actress known for her comedic roles and vivacious screen presence in the 1910s and 1920s.
  • B. Mary Ann Deming
    Mary Ann Deming was the wife of American railroad executive and "Big Four" tycoon Charles Crocker, associated with the development of the Central Pacific Railroad.
  • C. Lola Albright
    Lola Albright was an American actress and singer best known for her role as Edie Hart on the television series "Peter Gunn."
  • D. Ruth Cunningham
    Ruth Cunningham was the wife of American colonial lawyer and patriot James Otis Jr., a prominent figure in the early resistance to British rule.
  • E. Anna Belknap
    Anna Belknap is an American actress best known for playing Detective Lindsay Monroe on the television series CSI: NY.
  • 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: Natalie Talmadge
Triple: [Buster Keaton, spouse, Natalie Talmadge]
Generated description
Natalie Talmadge was an American silent film actress and member of the prominent Talmadge acting family in early Hollywood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Natalie Talmadge
Target entity description: Natalie Talmadge was an American silent film actress and member of the prominent Talmadge acting family in early Hollywood.
  • A. Constance Talmadge
    Constance Talmadge was a popular American silent film actress known for her comedic roles and vivacious screen presence in the 1910s and 1920s.
  • B. Mary Ann Deming
    Mary Ann Deming was the wife of American railroad executive and "Big Four" tycoon Charles Crocker, associated with the development of the Central Pacific Railroad.
  • C. Lola Albright
    Lola Albright was an American actress and singer best known for her role as Edie Hart on the television series "Peter Gunn."
  • D. Ruth Cunningham
    Ruth Cunningham was the wife of American colonial lawyer and patriot James Otis Jr., a prominent figure in the early resistance to British rule.
  • E. Anna Belknap
    Anna Belknap is an American actress best known for playing Detective Lindsay Monroe on the television series CSI: NY.
  • 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_69c68838f9948190875fd60b2351230c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eac8bc908190b0e4da5474ecb62f completed March 27, 2026, 8:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eed1b5a48190875e9e0bfdc80ae4 completed March 28, 2026, 3:08 p.m.
NEDg Description generation batch_69c7efa4f5148190842f30988cbea94c completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0092bac819080ded1863f99290a completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 2:57 p.m.