Triple

T17119963
Position Surface form Disambiguated ID Type / Status
Subject Sam Brownback E415437 entity
Predicate precededBy P97 FINISHED
Object Sheila Frahm
Sheila Frahm is an American Republican politician who briefly served as a U.S. Senator from Kansas in the mid-1990s.
 E1346579 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: Sheila Frahm | Statement: [Sam Brownback, precededBy, Sheila Frahm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sheila Frahm
Context triple: [Sam Brownback, precededBy, Sheila Frahm]
  • A. Sheila Feldman
    Sheila Feldman is best known as the mother of American actor and former child star Corey Feldman.
  • B. Susan Anspach
    Susan Anspach was an American actress best known for her roles in influential 1970s films such as "Five Easy Pieces" and "Blume in Love," where she often portrayed complex, independent women.
  • C. Patricia Fruen
    Patricia Fruen is an actress known for her role in the film "Way Down East."
  • D. Marla Frumkin
    Marla Frumkin is an American voice actress best known for portraying Velma Dinkley in the Scooby-Doo animated franchise.
  • E. Carol Fuchs
    Carol Fuchs is an American screenwriter best known for her work on romantic comedies, including the film "No Reservations."
  • 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: Sheila Frahm
Triple: [Sam Brownback, precededBy, Sheila Frahm]
Generated description
Sheila Frahm is an American Republican politician who briefly served as a U.S. Senator from Kansas in the mid-1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sheila Frahm
Target entity description: Sheila Frahm is an American Republican politician who briefly served as a U.S. Senator from Kansas in the mid-1990s.
  • A. Sheila Feldman
    Sheila Feldman is best known as the mother of American actor and former child star Corey Feldman.
  • B. Susan Anspach
    Susan Anspach was an American actress best known for her roles in influential 1970s films such as "Five Easy Pieces" and "Blume in Love," where she often portrayed complex, independent women.
  • C. Patricia Fruen
    Patricia Fruen is an actress known for her role in the film "Way Down East."
  • D. Marla Frumkin
    Marla Frumkin is an American voice actress best known for portraying Velma Dinkley in the Scooby-Doo animated franchise.
  • E. Carol Fuchs
    Carol Fuchs is an American screenwriter best known for her work on romantic comedies, including the film "No Reservations."
  • 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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3e8092b548190b45c1695be47edc2 completed April 18, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05759c98248190a7483912ae13b425 completed May 14, 2026, 7:11 a.m.
NEDg Description generation batch_6a057718c3b48190813b5bc51f75405c completed May 14, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_6a05777f51b481909a7916bc40dcfd69 completed May 14, 2026, 7:19 a.m.
Created at: April 10, 2026, 5:36 a.m.