Triple

T11366545
Position Surface form Disambiguated ID Type / Status
Subject The Matchmaker’s Playbook E269220 entity
Predicate castMember P1668 FINISHED
Object Justene Alpert
Justene Alpert is an actress known for her role in the romantic film adaptation "The Matchmaker’s Playbook."
E921652 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: Justene Alpert | Statement: [The Matchmaker’s Playbook, castMember, Justene Alpert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Justene Alpert
Context triple: [The Matchmaker’s Playbook, castMember, Justene Alpert]
  • A. Emily Jean Stone
    Emily Jean Stone, known professionally as Emma Stone, is an Academy Award–winning American actress recognized for her roles in films such as "La La Land," "Easy A," and "The Favourite."
  • B. Nicole Appleton
    Nicole Appleton is a Canadian-born British singer and television presenter best known as a member of the girl group All Saints.
  • C. Lisa Loeb
    Lisa Loeb is an American singer-songwriter best known for her 1994 hit single "Stay (I Missed You)" and her distinctive glasses-wearing, folk-pop style.
  • D. Madeleine Rondeaux
    Madeleine Rondeaux was the wife of French Nobel Prize–winning author André Gide and a central figure in his personal life and correspondence.
  • E. Andrea Klein
    Andrea Klein is a graphic designer best known for creating the cover art for Bruce Springsteen’s iconic album "Born in the U.S.A."
  • 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: Justene Alpert
Triple: [The Matchmaker’s Playbook, castMember, Justene Alpert]
Generated description
Justene Alpert is an actress known for her role in the romantic film adaptation "The Matchmaker’s Playbook."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Justene Alpert
Target entity description: Justene Alpert is an actress known for her role in the romantic film adaptation "The Matchmaker’s Playbook."
  • A. Emily Jean Stone
    Emily Jean Stone, known professionally as Emma Stone, is an Academy Award–winning American actress recognized for her roles in films such as "La La Land," "Easy A," and "The Favourite."
  • B. Nicole Appleton
    Nicole Appleton is a Canadian-born British singer and television presenter best known as a member of the girl group All Saints.
  • C. Lisa Loeb
    Lisa Loeb is an American singer-songwriter best known for her 1994 hit single "Stay (I Missed You)" and her distinctive glasses-wearing, folk-pop style.
  • D. Madeleine Rondeaux
    Madeleine Rondeaux was the wife of French Nobel Prize–winning author André Gide and a central figure in his personal life and correspondence.
  • E. Andrea Klein
    Andrea Klein is a graphic designer best known for creating the cover art for Bruce Springsteen’s iconic album "Born in the U.S.A."
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea88558c8190aa18881af51a7b96 completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e556718fc481908543ed4bc5fe3d6e completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562c6e7c8819098d22a6e0daa4a51 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a472f0c819086c1cccaa5ca0ae7 completed April 19, 2026, 11:50 p.m.
Created at: April 8, 2026, 9:33 p.m.