Triple

T14558830
Position Surface form Disambiguated ID Type / Status
Subject The Wedding Planner E341615 entity
Predicate screenwriter P2831 FINISHED
Object Pamela Falk
Pamela Falk is a screenwriter best known for co-writing the romantic comedy film "The Wedding Planner."
E1201160 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: Pamela Falk | Statement: [The Wedding Planner, screenwriter, Pamela Falk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pamela Falk
Context triple: [The Wedding Planner, screenwriter, Pamela Falk]
  • A. Pamela Fryman
    Pamela Fryman is an American television director and producer best known for directing the vast majority of episodes of the sitcom "How I Met Your Mother."
  • B. Pamela Miles
    Pamela Miles is a British actress best known for her work on stage and screen and for her long marriage to actor Tim Pigott-Smith.
  • C. Pamela Vaccaro
    Pamela Vaccaro is known as the wife of influential American sports marketing executive Sonny Vaccaro.
  • D. Pam Ferris
    Pam Ferris is a British actress known for her character roles in film and television, including memorable performances in "Matilda," "Call the Midwife," and "Harry Potter and the Prisoner of Azkaban."
  • E. Nancy Dolman
    Nancy Dolman was a Canadian comedic actress and singer best known for her work on the television series "Soap" and for her long marriage to comedian Martin Short.
  • 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: Pamela Falk
Triple: [The Wedding Planner, screenwriter, Pamela Falk]
Generated description
Pamela Falk is a screenwriter best known for co-writing the romantic comedy film "The Wedding Planner."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pamela Falk
Target entity description: Pamela Falk is a screenwriter best known for co-writing the romantic comedy film "The Wedding Planner."
  • A. Pamela Fryman
    Pamela Fryman is an American television director and producer best known for directing the vast majority of episodes of the sitcom "How I Met Your Mother."
  • B. Pamela Miles
    Pamela Miles is a British actress best known for her work on stage and screen and for her long marriage to actor Tim Pigott-Smith.
  • C. Pamela Vaccaro
    Pamela Vaccaro is known as the wife of influential American sports marketing executive Sonny Vaccaro.
  • D. Pam Ferris
    Pam Ferris is a British actress known for her character roles in film and television, including memorable performances in "Matilda," "Call the Midwife," and "Harry Potter and the Prisoner of Azkaban."
  • E. Nancy Dolman
    Nancy Dolman was a Canadian comedic actress and singer best known for her work on the television series "Soap" and for her long marriage to comedian Martin Short.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3881b788190922932fb8ff81160 completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00077201c08190a0c3bb259856d5c9 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a000a52300c8190a7f6a8b6fa4bdf1e completed May 10, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_6a000acaae64819086cc10469f52c0b4 completed May 10, 2026, 4:34 a.m.
Created at: April 10, 2026, 1:23 a.m.