Triple

T6150719
Position Surface form Disambiguated ID Type / Status
Subject Soul Surfer E137192 entity
Predicate screenwriter P2831 FINISHED
Object Deborah Schwartz
Deborah Schwartz is a screenwriter best known for co-writing the inspirational biographical film "Soul Surfer."
E598361 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: Deborah Schwartz | Statement: [Soul Surfer, screenwriter, Deborah Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deborah Schwartz
Context triple: [Soul Surfer, screenwriter, Deborah Schwartz]
  • A. Deborah Waxman
    Deborah Waxman is an American rabbi and scholar who serves as a leading contemporary voice and institutional leader within Reconstructionist Judaism.
  • B. Deborah Pines
    Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
  • C. Deborah Snyder
    Deborah Snyder is an American film producer known for her work on major superhero and genre films, particularly through her collaborations with director Zack Snyder on projects within the DC Extended Universe.
  • D. Deborah Raffin
    Deborah Raffin was an American actress and audiobook publisher known for her film and television roles in the 1970s and 1980s and for co-founding a successful audio book company.
  • E. Rachel Leibowitz
    Rachel Leibowitz is a person notable enough to be specifically cited as a bearer of the surname Leibowitz.
  • 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: Deborah Schwartz
Triple: [Soul Surfer, screenwriter, Deborah Schwartz]
Generated description
Deborah Schwartz is a screenwriter best known for co-writing the inspirational biographical film "Soul Surfer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deborah Schwartz
Target entity description: Deborah Schwartz is a screenwriter best known for co-writing the inspirational biographical film "Soul Surfer."
  • A. Deborah Waxman
    Deborah Waxman is an American rabbi and scholar who serves as a leading contemporary voice and institutional leader within Reconstructionist Judaism.
  • B. Deborah Pines
    Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
  • C. Deborah Snyder
    Deborah Snyder is an American film producer known for her work on major superhero and genre films, particularly through her collaborations with director Zack Snyder on projects within the DC Extended Universe.
  • D. Deborah Raffin
    Deborah Raffin was an American actress and audiobook publisher known for her film and television roles in the 1970s and 1980s and for co-founding a successful audio book company.
  • E. Rachel Leibowitz
    Rachel Leibowitz is a person notable enough to be specifically cited as a bearer of the surname Leibowitz.
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05ce329648190a03ba0233df841fa completed March 22, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c673f2327481908f541d4b2095c958 completed March 27, 2026, 12:11 p.m.
NEDg Description generation batch_69c674ca854c819085ab2e1281914f3b completed March 27, 2026, 12:15 p.m.
NED2 Entity disambiguation (via description) batch_69c67506098881909e8cf26b85a62ab9 completed March 27, 2026, 12:16 p.m.
Created at: March 22, 2026, 4:16 p.m.