Triple

T12493212
Position Surface form Disambiguated ID Type / Status
Subject The Bob Hope Show E298615 entity
Predicate featuredPerformer P17435 FINISHED
Object Frances Langford
Frances Langford was an American singer and actress best known for her popular radio, film, and USO performances entertaining troops during World War II.
E999483 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: Frances Langford | Statement: [The Bob Hope Show, featuredPerformer, Frances Langford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frances Langford
Context triple: [The Bob Hope Show, featuredPerformer, Frances Langford]
  • A. Margaret Whiting
    Margaret Whiting was an American traditional pop and country music singer prominent in the 1940s and 1950s, known for her smooth vocal style and numerous hit recordings.
  • B. Kate Smith
    Kate Smith was a popular American singer best known for her powerful contralto voice and iconic recordings of patriotic songs, especially "God Bless America."
  • C. Jo Stafford
    Jo Stafford was an American traditional pop and jazz singer renowned for her smooth vocal style and numerous hit recordings from the 1940s through the 1950s.
  • D. Phyllis Calvert
    Phyllis Calvert was a prominent British film and stage actress, best known as one of the leading stars of 1940s British cinema.
  • E. Crystal Langhorne
    Crystal Langhorne is an American former professional basketball player and WNBA All-Star known for her efficient post play and key contributions to multiple championship-contending teams.
  • 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: Frances Langford
Triple: [The Bob Hope Show, featuredPerformer, Frances Langford]
Generated description
Frances Langford was an American singer and actress best known for her popular radio, film, and USO performances entertaining troops during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frances Langford
Target entity description: Frances Langford was an American singer and actress best known for her popular radio, film, and USO performances entertaining troops during World War II.
  • A. Margaret Whiting
    Margaret Whiting was an American traditional pop and country music singer prominent in the 1940s and 1950s, known for her smooth vocal style and numerous hit recordings.
  • B. Kate Smith
    Kate Smith was a popular American singer best known for her powerful contralto voice and iconic recordings of patriotic songs, especially "God Bless America."
  • C. Jo Stafford
    Jo Stafford was an American traditional pop and jazz singer renowned for her smooth vocal style and numerous hit recordings from the 1940s through the 1950s.
  • D. Phyllis Calvert
    Phyllis Calvert was a prominent British film and stage actress, best known as one of the leading stars of 1940s British cinema.
  • E. Crystal Langhorne
    Crystal Langhorne is an American former professional basketball player and WNBA All-Star known for her efficient post play and key contributions to multiple championship-contending teams.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94de4089c8190917a45365e641437 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c6849d88190b33c9f50632811a8 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67d64ed3481908d434c20796866f9 completed May 2, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69f67e82e35081909c4b5fad7e941610 completed May 2, 2026, 10:45 p.m.
Created at: April 8, 2026, 9:56 p.m.