Triple

T10686641
Position Surface form Disambiguated ID Type / Status
Subject James D. Stern E251893 entity
Predicate notableWork P4 FINISHED
Object The Last Word
The Last Word is a film directed by James D. Stern, best known as a character-driven drama-comedy about a controlling woman who tries to manage the writing of her own obituary.
E879062 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: The Last Word | Statement: [James D. Stern, notableWork, The Last Word]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Last Word
Context triple: [James D. Stern, notableWork, The Last Word]
  • A. The Final Word
    The Final Word is a CNN Philippines news and current affairs program that provides in-depth analysis and commentary on major national and international issues.
  • B. The Last Meeting
    "The Last Meeting" is a poem featured in Siegfried Sassoon’s World War I collection *Counter-Attack and Other Poems*, reflecting his characteristic blend of stark realism and emotional intensity about the war.
  • C. Das letzte Jahr
    Das letzte Jahr is a work by German writer and actress Erika Mann, known for its reflection of the political and personal upheavals surrounding exile and the rise of Nazism.
  • D. World's End
    "World's End" is a 1987 historical novel by T.C. Boyle that intertwines generations of families in New York’s Hudson Valley, blending dark humor with themes of history, identity, and legacy.
  • E. World's End
    World's End is a riverside district in the London Borough of Kensington and Chelsea, known for its large 1970s housing estate and proximity to the western end of the King's Road.
  • 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: The Last Word
Triple: [James D. Stern, notableWork, The Last Word]
Generated description
The Last Word is a film directed by James D. Stern, best known as a character-driven drama-comedy about a controlling woman who tries to manage the writing of her own obituary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Last Word
Target entity description: The Last Word is a film directed by James D. Stern, best known as a character-driven drama-comedy about a controlling woman who tries to manage the writing of her own obituary.
  • A. The Final Word
    The Final Word is a CNN Philippines news and current affairs program that provides in-depth analysis and commentary on major national and international issues.
  • B. The Last Meeting
    "The Last Meeting" is a poem featured in Siegfried Sassoon’s World War I collection *Counter-Attack and Other Poems*, reflecting his characteristic blend of stark realism and emotional intensity about the war.
  • C. Das letzte Jahr
    Das letzte Jahr is a work by German writer and actress Erika Mann, known for its reflection of the political and personal upheavals surrounding exile and the rise of Nazism.
  • D. World's End
    "World's End" is a 1987 historical novel by T.C. Boyle that intertwines generations of families in New York’s Hudson Valley, blending dark humor with themes of history, identity, and legacy.
  • E. World's End
    World's End is a riverside district in the London Borough of Kensington and Chelsea, known for its large 1970s housing estate and proximity to the western end of the King's Road.
  • 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd192220819088eff88148376266 completed April 9, 2026, 1:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d98894cea48190877a015dcb645bee completed April 10, 2026, 11:32 p.m.
NEDg Description generation batch_69d98aeb82988190a17b009c74279423 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c2aae048190b348e5614ff23f03 completed April 10, 2026, 11:47 p.m.
Created at: April 8, 2026, 9:10 p.m.