Triple

T23101362
Position Surface form Disambiguated ID Type / Status
Subject Love and Other Catastrophes E576038 entity
Predicate writer P1360 FINISHED
Object Yael Bergman
Yael Bergman is a screenwriter best known for her work on the Australian romantic comedy film "Love and Other Catastrophes."
E1572757 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: Yael Bergman | Statement: [Love and Other Catastrophes, writer, Yael Bergman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yael Bergman
Context triple: [Love and Other Catastrophes, writer, Yael Bergman]
  • A. Yael Grobglas
    Yael Grobglas is an Israeli-French actress best known for her role as Petra Solano on the television series "Jane the Virgin."
  • B. Yael Cohen
    Yael Cohen is a South African–born Canadian entrepreneur and philanthropist best known as the founder of the cancer support organization "Fuck Cancer."
  • C. Yona Wallach
    Yona Wallach was an influential Israeli poet known for her experimental, provocative, and psychologically charged Hebrew poetry that challenged social and sexual norms.
  • D. Yael Stone
    Yael Stone is an Australian actress best known for her role as Lorna Morello on the Netflix series "Orange Is the New Black."
  • E. Ayelet Zurer
    Ayelet Zurer is an Israeli actress known internationally for her roles in films such as "Angels & Demons," "Munich," and "Man of Steel."
  • 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: Yael Bergman
Triple: [Love and Other Catastrophes, writer, Yael Bergman]
Generated description
Yael Bergman is a screenwriter best known for her work on the Australian romantic comedy film "Love and Other Catastrophes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yael Bergman
Target entity description: Yael Bergman is a screenwriter best known for her work on the Australian romantic comedy film "Love and Other Catastrophes."
  • A. Yael Grobglas
    Yael Grobglas is an Israeli-French actress best known for her role as Petra Solano on the television series "Jane the Virgin."
  • B. Yael Cohen
    Yael Cohen is a South African–born Canadian entrepreneur and philanthropist best known as the founder of the cancer support organization "Fuck Cancer."
  • C. Yona Wallach
    Yona Wallach was an influential Israeli poet known for her experimental, provocative, and psychologically charged Hebrew poetry that challenged social and sexual norms.
  • D. Yael Stone
    Yael Stone is an Australian actress best known for her role as Lorna Morello on the Netflix series "Orange Is the New Black."
  • E. Ayelet Zurer
    Ayelet Zurer is an Israeli actress known internationally for her roles in films such as "Angels & Demons," "Munich," and "Man of Steel."
  • 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_69e245c060b48190a9bd61a47a16db17 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18de8c5b4819095cddf989cade60d completed April 29, 2026, 4:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c307f7e988190b185b11393d9f272 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c32ab76988190917b76806a6c2c80 completed May 19, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3335e83c8190a9bee47e86215c05 completed May 19, 2026, 9:53 a.m.
Created at: April 17, 2026, 3:58 p.m.