Triple

T984685
Position Surface form Disambiguated ID Type / Status
Subject Life with Judy Garland: Me and My Shadows E21252 entity
Predicate screenwriter P2831 FINISHED
Object Robert L. Freedman
Robert L. Freedman is an American screenwriter and playwright best known for his work on acclaimed television movies and miniseries, including biographical and historical dramas.
E152996 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: Robert L. Freedman | Statement: [Life with Judy Garland: Me and My Shadows, screenwriter, Robert L. Freedman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert L. Freedman
Context triple: [Life with Judy Garland: Me and My Shadows, screenwriter, Robert L. Freedman]
  • A. Robert G. Heft
    Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
  • B. John L. Friedman
    John L. Friedman is an American theoretical physicist known for his contributions to relativistic astrophysics and gravitational physics, including work on instabilities in rotating stars.
  • C. Melvin Fitting
    Melvin Fitting is a logician and computer scientist known for his influential work in automated theorem proving, modal logic, and the foundations of logic in computer science.
  • D. Donald R. Richberg
    Donald R. Richberg was an American lawyer and political advisor who played a leading role in shaping New Deal labor and industrial policy during the Roosevelt administration.
  • E. Arthur D. Levinson
    Arthur D. Levinson is an American biochemist and business executive best known as the longtime CEO of Genentech and the chairman of Apple Inc.'s board of directors.
  • 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: Robert L. Freedman
Triple: [Life with Judy Garland: Me and My Shadows, screenwriter, Robert L. Freedman]
Generated description
Robert L. Freedman is an American screenwriter and playwright best known for his work on acclaimed television movies and miniseries, including biographical and historical dramas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert L. Freedman
Target entity description: Robert L. Freedman is an American screenwriter and playwright best known for his work on acclaimed television movies and miniseries, including biographical and historical dramas.
  • A. Robert G. Heft
    Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
  • B. John L. Friedman
    John L. Friedman is an American theoretical physicist known for his contributions to relativistic astrophysics and gravitational physics, including work on instabilities in rotating stars.
  • C. Melvin Fitting
    Melvin Fitting is a logician and computer scientist known for his influential work in automated theorem proving, modal logic, and the foundations of logic in computer science.
  • D. Donald R. Richberg
    Donald R. Richberg was an American lawyer and political advisor who played a leading role in shaping New Deal labor and industrial policy during the Roosevelt administration.
  • E. Arthur D. Levinson
    Arthur D. Levinson is an American biochemist and business executive best known as the longtime CEO of Genentech and the chairman of Apple Inc.'s board of directors.
  • 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_69a493c383dc8190a03257f22d4b4183 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4959fe48190a78bd811cbc888ab completed March 1, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf0c16c0819090fc6618f0551c04 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbfa308148190a27f5433abcb2a18 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc0912bf481909bd27111b4daaa0b completed March 8, 2026, 12:19 a.m.
Created at: March 1, 2026, 7:41 p.m.