Triple

T13839134
Position Surface form Disambiguated ID Type / Status
Subject BH90210 E332604 entity
Predicate featuresCastMember P7010 FINISHED
Object Ali Liebert
Ali Liebert is a Canadian actress and producer known for her work in film and television, including roles in series like "Bomb Girls" and various Hallmark Channel productions.
E1086627 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: Ali Liebert | Statement: [BH90210, featuresCastMember, Ali Liebert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ali Liebert
Context triple: [BH90210, featuresCastMember, Ali Liebert]
  • A. Lew Lipton
    Lew Lipton was an American screenwriter active during the early 20th century, known for his work in Hollywood silent and early sound films.
  • B. Andrew Lippman
    Andrew Lippman is an American media technology researcher and longtime MIT Media Lab professor known for his pioneering work in digital communication and interactive media.
  • C. Sam Levenson
    Sam Levenson was an American humorist, writer, and television host known for his warm, family-centered Jewish humor and popular books such as "Everything But Money."
  • D. Richard Sokolove
    Richard Sokolove is a screenwriter best known for his work on the historical drama film "Anne of the Thousand Days."
  • E. James Kantor
    James Kantor was a South African attorney who became notable for his controversial arrest and prosecution alongside anti-apartheid activists during the Rivonia Trial.
  • 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: Ali Liebert
Triple: [BH90210, featuresCastMember, Ali Liebert]
Generated description
Ali Liebert is a Canadian actress and producer known for her work in film and television, including roles in series like "Bomb Girls" and various Hallmark Channel productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ali Liebert
Target entity description: Ali Liebert is a Canadian actress and producer known for her work in film and television, including roles in series like "Bomb Girls" and various Hallmark Channel productions.
  • A. Lew Lipton
    Lew Lipton was an American screenwriter active during the early 20th century, known for his work in Hollywood silent and early sound films.
  • B. Andrew Lippman
    Andrew Lippman is an American media technology researcher and longtime MIT Media Lab professor known for his pioneering work in digital communication and interactive media.
  • C. Sam Levenson
    Sam Levenson was an American humorist, writer, and television host known for his warm, family-centered Jewish humor and popular books such as "Everything But Money."
  • D. Richard Sokolove
    Richard Sokolove is a screenwriter best known for his work on the historical drama film "Anne of the Thousand Days."
  • E. James Kantor
    James Kantor was a South African attorney who became notable for his controversial arrest and prosecution alongside anti-apartheid activists during the Rivonia Trial.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02ac6b7c81908d44632d6d628339 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd192957008190b525778430b56ca0 completed May 7, 2026, 10:58 p.m.
NEDg Description generation batch_69fd1fb29ef88190bfa15c163ca392ed completed May 7, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69fd2006221081908ab46e1eadb52e3d completed May 7, 2026, 11:28 p.m.
Created at: April 9, 2026, 10:13 p.m.