Triple

T3066415
Position Surface form Disambiguated ID Type / Status
Subject The Object of My Affection E62113 entity
Predicate screenwriter P2831 FINISHED
Object Shari Springer Berman
Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
E322790 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: Shari Springer Berman | Statement: [The Object of My Affection, screenwriter, Shari Springer Berman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shari Springer Berman
Context triple: [The Object of My Affection, screenwriter, Shari Springer Berman]
  • A. Marielle Heller
    Marielle Heller is an American filmmaker and actress best known for directing acclaimed character-driven films such as "The Diary of a Teenage Girl," "Can You Ever Forgive Me?," and "A Beautiful Day in the Neighborhood."
  • B. Robin Swicord
    Robin Swicord is an American screenwriter and director known for her literary adaptations, including films such as Little Women (1994), Memoirs of a Geisha, and The Curious Case of Benjamin Button.
  • C. Rebecca Miller
    Rebecca Miller is an American filmmaker, screenwriter, and novelist known for works such as "Personal Velocity" and "The Private Lives of Pippa Lee."
  • D. Nicole Holofcener
    Nicole Holofcener is an American filmmaker and screenwriter known for her sharply observed, character-driven comedies and dramas exploring relationships, identity, and everyday moral dilemmas.
  • E. Stacey Sher
    Stacey Sher is an American film and television producer known for her work on acclaimed movies such as "Django Unchained," "Pulp Fiction," and "Erin Brockovich."
  • 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: Shari Springer Berman
Triple: [The Object of My Affection, screenwriter, Shari Springer Berman]
Generated description
Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shari Springer Berman
Target entity description: Shari Springer Berman is an American filmmaker and screenwriter best known for co-writing and co-directing the acclaimed films "American Splendor" and "The Nanny Diaries."
  • A. Marielle Heller
    Marielle Heller is an American filmmaker and actress best known for directing acclaimed character-driven films such as "The Diary of a Teenage Girl," "Can You Ever Forgive Me?," and "A Beautiful Day in the Neighborhood."
  • B. Robin Swicord
    Robin Swicord is an American screenwriter and director known for her literary adaptations, including films such as Little Women (1994), Memoirs of a Geisha, and The Curious Case of Benjamin Button.
  • C. Rebecca Miller
    Rebecca Miller is an American filmmaker, screenwriter, and novelist known for works such as "Personal Velocity" and "The Private Lives of Pippa Lee."
  • D. Nicole Holofcener
    Nicole Holofcener is an American filmmaker and screenwriter known for her sharply observed, character-driven comedies and dramas exploring relationships, identity, and everyday moral dilemmas.
  • E. Stacey Sher
    Stacey Sher is an American film and television producer known for her work on acclaimed movies such as "Django Unchained," "Pulp Fiction," and "Erin Brockovich."
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fd87308190918e7b616f033faa completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef16cf2881908265dfe8a1e3424d completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1f028cd0881909b35bf1870aae534 completed March 11, 2026, 10:43 p.m.
NED2 Entity disambiguation (via description) batch_69b1f0a0f15481909f71c702ecc93924 completed March 11, 2026, 10:45 p.m.
Created at: March 8, 2026, 3:02 p.m.