Triple

T8845684
Position Surface form Disambiguated ID Type / Status
Subject Edward Burns E210497 entity
Predicate notableWork P4 FINISHED
Object No Looking Back
No Looking Back is a 1998 romantic drama film written, directed by, and starring Edward Burns that explores the emotional struggles of a woman torn between her small-town life and the return of a former lover.
 E760868 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: No Looking Back | Statement: [Edward Burns, notableWork, No Looking Back]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: No Looking Back
Context triple: [Edward Burns, notableWork, No Looking Back]
  • A. No Turning Back
    "No Turning Back" is a track featured on the album "Kaleidoscope," known for its dynamic, genre-blending sound.
  • B. A Backward Glance
    A Backward Glance is Edith Wharton’s autobiographical memoir, reflecting on her life, career, and social world in the late 19th and early 20th centuries.
  • C. No Going Back
    No Going Back is a comic book work by writer Eric Palicki, known for its character-driven storytelling and genre-blending approach.
  • D. The Backward Look
    "The Backward Look" is a poem by Seamus Heaney included in his 1972 collection *Wintering Out*, reflecting his characteristic blend of personal memory, landscape, and Irish cultural history.
  • E. Five Long Years
    "Five Long Years" is a blues song best known through Buddy Guy’s rendition, showcasing his emotive guitar work and vocal style.
  • 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: No Looking Back
Triple: [Edward Burns, notableWork, No Looking Back]
Generated description
No Looking Back is a 1998 romantic drama film written, directed by, and starring Edward Burns that explores the emotional struggles of a woman torn between her small-town life and the return of a former lover.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: No Looking Back
Target entity description: No Looking Back is a 1998 romantic drama film written, directed by, and starring Edward Burns that explores the emotional struggles of a woman torn between her small-town life and the return of a former lover.
  • A. No Turning Back
    "No Turning Back" is a track featured on the album "Kaleidoscope," known for its dynamic, genre-blending sound.
  • B. A Backward Glance
    A Backward Glance is Edith Wharton’s autobiographical memoir, reflecting on her life, career, and social world in the late 19th and early 20th centuries.
  • C. No Going Back
    No Going Back is a comic book work by writer Eric Palicki, known for its character-driven storytelling and genre-blending approach.
  • D. The Backward Look
    "The Backward Look" is a poem by Seamus Heaney included in his 1972 collection *Wintering Out*, reflecting his characteristic blend of personal memory, landscape, and Irish cultural history.
  • E. Five Long Years
    "Five Long Years" is a blues song best known through Buddy Guy’s rendition, showcasing his emotive guitar work and vocal style.
  • 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_69ca838967bc8190b46c3c80a2887ea4 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60a6623c8190ba43545544f58633 completed April 1, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89b5acbc8190b0f5a81af71fc7aa completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8b4c15ac8190816f679de979b6b5 completed April 3, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69cf8bfdf55081909b71ef3e92c4928f completed April 3, 2026, 9:44 a.m.
Created at: March 30, 2026, 6:48 p.m.